From f8e2014fd866dcd0032da7663b03170df8780a12 Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Wed, 19 Aug 2026 15:29:22 -0700
Subject: [PATCH 01/20] Initial implementation of borehole tem

---
 .../uijson/borehole_tdem_forward.ui.json      | 231 ++++++
 .../uijson/borehole_tdem_inversion.ui.json    | 660 ++++++++++++++++++
 simpeg_drivers/__init__.py                    |   7 +
 simpeg_drivers/components/data.py             |   1 +
 .../factories/directives_factory.py           |   2 +
 .../components/factories/receiver_factory.py  |   3 +
 .../components/factories/simpeg_factory.py    |   1 +
 .../factories/simulation_factory.py           |   2 +
 .../borehole_time_domain/__init__.py          |   9 +
 .../borehole_time_domain/forward.py           |  27 +
 .../borehole_time_domain/inversion.py         |  29 +
 .../borehole_time_domain/options.py           |  64 ++
 12 files changed, 1036 insertions(+)
 create mode 100644 simpeg_drivers-assets/uijson/borehole_tdem_forward.ui.json
 create mode 100644 simpeg_drivers-assets/uijson/borehole_tdem_inversion.ui.json
 create mode 100644 simpeg_drivers/electromagnetics/borehole_time_domain/__init__.py
 create mode 100644 simpeg_drivers/electromagnetics/borehole_time_domain/forward.py
 create mode 100644 simpeg_drivers/electromagnetics/borehole_time_domain/inversion.py
 create mode 100644 simpeg_drivers/electromagnetics/borehole_time_domain/options.py

diff --git a/simpeg_drivers-assets/uijson/borehole_tdem_forward.ui.json b/simpeg_drivers-assets/uijson/borehole_tdem_forward.ui.json
new file mode 100644
index 000000000..cfc7fd72b
--- /dev/null
+++ b/simpeg_drivers-assets/uijson/borehole_tdem_forward.ui.json
@@ -0,0 +1,231 @@
+{
+    "version": "0.0.0",
+    "title": "Borehole TDEM Forward",
+    "icon": "surveyairborneem",
+    "documentation": "https://mirageoscience-simpeg-drivers.readthedocs-hosted.com/en/latest/",
+    "conda_environment": "simpeg-drivers",
+    "run_command": "simpeg_drivers.electromagnetics.borehole_time_domain.forward",
+    "geoh5": "",
+    "monitoring_directory": "",
+    "data_object": {
+        "main": true,
+        "group": "Survey",
+        "label": "Object",
+        "meshType": [
+            "{19730589-fd28-4649-9de0-ad47249d9aba}",
+            "{deebe11a-b57b-4a03-99d6-8f27b25eb2a8}"
+        ],
+        "value": ""
+    },
+    "receivers_orientation": {
+        "group": "Survey",
+        "main": true,
+        "association": "Vertex",
+        "dataType": "Float",
+        "dataGroupType": [
+            "Dip direction & dip",
+            "3D vector"
+        ],
+        "label": "Receivers orientation",
+        "tooltip": [
+            "Receivers orientation provided as 'Dip direction & dip' or '3D vector' data group. If not provided, it assumes: <dl>",
+            "<dt>In-line component</dt><dd>Positive towards North (Y)</dd>",
+            "<dt>Cross-line component</dt><dd>Positive towards East (X)</dd>",
+            "<dt>Vertical component</dt><dd>Positive up (Z)</dd>",
+            "</dl>"
+        ],
+        "optional": true,
+        "enabled": false,
+        "parent": "data_object",
+        "value": "",
+        "visible": false
+    },
+    "data_units": {
+        "choiceList": [
+            "Airborne dB/dt (V/Am^4)",
+            "Airborne B (T/Am^2)",
+            "Ground dB/dt (V/Am^2)",
+            "Ground B (T/A)"
+        ],
+        "group": "Survey",
+        "main": true,
+        "label": "Data type",
+        "tooltip": [
+            "Set the units of the data.<p>",
+            "Data are expected to be normalized by the source strength, dependent on the type: <dl>",
+            "<dt>Dipole</dt><dd>Current * area * number of turns (NIA)</dd>",
+            "<dt>Wire</dt><dd>Current * number of turns (NI)</dd>",
+            "</dl>"
+        ],
+        "value": "Airborne dB/dt (V/Am^4)"
+    },
+    "inline_channel_bool": {
+        "group": "Survey",
+        "main": true,
+        "label": "A-component",
+        "tooltip": "Axial (A) component parallel to the hole trace.\nPositive upward along the hole trace",
+        "value": true
+    },
+    "vertical_channel_bool": {
+        "group": "Survey",
+        "main": true,
+        "label": "U-component",
+        "tooltip": "Perpendicular (U) component of the magnetic data.\nPositive upward in the hole dip direction",
+        "value": true
+    },
+    "crossline_channel_bool": {
+        "group": "Survey",
+        "main": true,
+        "label": "V-component",
+        "tooltip": "Perpendicular (V) component of the magnetic data.\nHorizontal, to left of hole dip direction",
+        "value": true
+    },
+    "mesh": {
+        "group": "Mesh and models",
+        "main": true,
+        "label": "Mesh",
+        "meshType": "{4ea87376-3ece-438b-bf12-3479733ded46}",
+        "value": "",
+        "optional": true,
+        "enabled": false,
+        "tooltip": "Select a mesh for the forward modelling"
+    },
+    "model_type": {
+        "choiceList": [
+            "Conductivity (S/m)",
+            "Resistivity (Ohm-m)"
+        ],
+        "main": true,
+        "group": "Mesh and models",
+        "label": "Model units",
+        "tooltip": "Select the units of the model",
+        "value": "Conductivity (S/m)"
+    },
+    "starting_model": {
+        "association": [
+            "Cell",
+            "Vertex"
+        ],
+        "dataType": "Float",
+        "group": "Mesh and models",
+        "main": true,
+        "isValue": true,
+        "parent": "mesh",
+        "label": "Value(s)",
+        "property": "",
+        "value": 0.001
+    },
+    "topography_object": {
+        "main": true,
+        "group": "Topography",
+        "label": "Topography",
+        "meshType": [
+            "{202c5db1-a56d-4004-9cad-baafd8899406}",
+            "{6a057fdc-b355-11e3-95be-fd84a7ffcb88}",
+            "{f26feba3-aded-494b-b9e9-b2bbcbe298e1}",
+            "{48f5054a-1c5c-4ca4-9048-80f36dc60a06}",
+            "{b020a277-90e2-4cd7-84d6-612ee3f25051}"
+        ],
+        "value": "",
+        "optional": true,
+        "enabled": true,
+        "tooltip": "Select a topography object to define the active cells for forward modelling"
+    },
+    "topography": {
+        "association": [
+            "Vertex",
+            "Cell"
+        ],
+        "dataType": "Float",
+        "group": "Topography",
+        "main": true,
+        "optional": true,
+        "enabled": false,
+        "label": "Elevation channel",
+        "tooltip": "Set elevation from channel. If not set the topography will be set from the geometry of the selected 'topography' object",
+        "parent": "topography_object",
+        "dependency": "topography_object",
+        "dependencyType": "enabled",
+        "value": "",
+        "verbose": 2
+    },
+    "active_model": {
+        "association": "Cell",
+        "dataType": [
+            "Referenced",
+            "Boolean",
+            "Integer"
+        ],
+        "group": "Topography",
+        "main": true,
+        "enabled": false,
+        "dependency": "topography_object",
+        "dependencyType": "disabled",
+        "label": "Active model",
+        "tooltip": "Provide the active cell Boolean model directly if topography not set",
+        "parent": "mesh",
+        "value": ""
+    },
+    "n_cpu": {
+        "min": 1,
+        "group": "Compute",
+        "optional": true,
+        "enabled": false,
+        "label": "Number of CPUs",
+        "value": 1,
+        "visible": false
+    },
+    "solver_type": {
+        "choiceList": [
+            "Pardiso",
+            "Mumps"
+        ],
+        "group": "Compute",
+        "label": "Direct solver",
+        "tooltip": "Direct solver to use for the forward calculations",
+        "value": "Pardiso"
+    },
+    "tile_spatial": {
+        "group": "Compute",
+        "label": "Number of tiles",
+        "value": 1,
+        "min": 1,
+        "max": 1000,
+        "verbose": 2,
+        "tooltip": "Splits the objective function into spatial tiles for distributed computation using the Dask library"
+    },
+    "max_chunk_size": {
+        "min": 0,
+        "group": "Compute",
+        "optional": true,
+        "enabled": true,
+        "label": "Maximum chunk size (MB)",
+        "value": 128,
+        "verbose": 3,
+        "visible": false,
+        "tooltip": "Limit the chunk size used by Dask for distributed computation"
+    },
+    "out_group": {
+        "label": "SimPEG group",
+        "value": "",
+        "groupType": "{55ed3daf-c192-4d4b-a439-60fa987fe2b8}",
+        "group": "Drag-and-drop options",
+        "visible": true,
+        "optional": true,
+        "enabled": false,
+        "tooltip": "Optionally set the SimPEG group to which results will be saved"
+    },
+    "generate_sweep": {
+        "label": "Generate sweep file",
+        "group": "Python run preferences",
+        "main": true,
+        "value": false,
+        "visible": false,
+        "tooltip": "Generates a file for sweeping parameters instead of running the application"
+    },
+    "n_workers": null,
+    "n_threads": null,
+    "max_ram": "",
+    "performance_report": false,
+    "distributed_workers": ""
+}
diff --git a/simpeg_drivers-assets/uijson/borehole_tdem_inversion.ui.json b/simpeg_drivers-assets/uijson/borehole_tdem_inversion.ui.json
new file mode 100644
index 000000000..ccaf8bfe5
--- /dev/null
+++ b/simpeg_drivers-assets/uijson/borehole_tdem_inversion.ui.json
@@ -0,0 +1,660 @@
+{
+    "version": "0.0.0",
+    "title": "Borehole TDEM Forward",
+    "icon": "surveyairborneem",
+    "documentation": "https://mirageoscience-simpeg-drivers.readthedocs-hosted.com/en/latest/",
+    "conda_environment": "simpeg-drivers",
+    "run_command": "simpeg_drivers.electromagnetics.borehole_time_domain.inversion",
+    "geoh5": "",
+    "monitoring_directory": "",
+    "data_object": {
+        "main": true,
+        "group": "Data",
+        "label": "Object",
+        "meshType": [
+            "{19730589-fd28-4649-9de0-ad47249d9aba}",
+            "{deebe11a-b57b-4a03-99d6-8f27b25eb2a8}"
+        ],
+        "value": ""
+    },
+    "receivers_orientation": {
+        "group": "Survey",
+        "main": true,
+        "association": "Vertex",
+        "dataType": "Float",
+        "dataGroupType": [
+            "Dip direction & dip",
+            "3D vector"
+        ],
+        "label": "Receivers orientation",
+        "tooltip": [
+            "Receivers orientation provided as 'Dip direction & dip' or '3D vector' data group. If not provided, it assumes: <dl>",
+            "<dt>In-line component</dt><dd>Positive towards North (Y)</dd>",
+            "<dt>Cross-line component</dt><dd>Positive towards East (X)</dd>",
+            "<dt>Vertical component</dt><dd>Positive up (Z)</dd>",
+            "</dl>"
+        ],
+        "optional": true,
+        "enabled": false,
+        "parent": "data_object",
+        "value": "",
+        "visible": false
+    },
+    "data_units": {
+        "choiceList": [
+            "Airborne dB/dt (V/Am^4)",
+            "Airborne B (T/Am^2)",
+            "Ground dB/dt (V/Am^2)",
+            "Ground B (T/A)"
+        ],
+        "group": "Survey",
+        "main": true,
+        "label": "Data type",
+        "tooltip": [
+            "Set the units of the data.<p>",
+            "Data are expected to be normalized by the source strength, dependent on the type: <dl>",
+            "<dt>Dipole</dt><dd>Current * area * number of turns (NIA)</dd>",
+            "<dt>Wire</dt><dd>Current * number of turns (NI)</dd>",
+            "</dl>"
+        ],
+        "value": "Airborne dB/dt (V/Am^4)"
+    },
+    "inline_channel": {
+        "association": [
+            "Cell",
+            "Vertex"
+        ],
+        "dataType": "Float",
+        "group": "Data",
+        "dataGroupType": "Multi-element",
+        "main": true,
+        "label": "A-component",
+        "parent": "data_object",
+        "tooltip": "Axial (A) component parallel to the hole trace.\nPositive upward along the hole trace",
+        "optional": true,
+        "enabled": false,
+        "value": ""
+    },
+    "inline_uncertainty": {
+        "association": [
+            "Cell",
+            "Vertex"
+        ],
+        "dataType": "Float",
+        "group": "Data",
+        "dataGroupType": "Multi-element",
+        "main": true,
+        "label": "Uncertainty",
+        "parent": "data_object",
+        "dependency": "inline_channel",
+        "dependencyType": "enabled",
+        "value": ""
+    },
+    "vertical_channel": {
+        "association": [
+            "Cell",
+            "Vertex"
+        ],
+        "dataType": "Float",
+        "group": "Data",
+        "dataGroupType": "Multi-element",
+        "main": true,
+        "label": "U-component",
+        "parent": "data_object",
+        "tooltip": "Perpendicular (U) component of the magnetic data.\nPositive upward in the hole dip direction",
+        "optional": true,
+        "enabled": true,
+        "value": ""
+    },
+    "vertical_uncertainty": {
+        "association": [
+            "Cell",
+            "Vertex"
+        ],
+        "dataType": "Float",
+        "group": "Data",
+        "dataGroupType": "Multi-element",
+        "main": true,
+        "label": "Uncertainty",
+        "parent": "data_object",
+        "dependency": "vertical_channel",
+        "dependencyType": "enabled",
+        "value": ""
+    },
+    "crossline_channel": {
+        "association": [
+            "Cell",
+            "Vertex"
+        ],
+        "dataType": "Float",
+        "group": "Data",
+        "dataGroupType": "Multi-element",
+        "main": true,
+        "label": "V-component",
+        "tooltip": "Perpendicular (V) component of the magnetic data.\nHorizontal, to left of hole dip direction",
+        "parent": "data_object",
+        "optional": true,
+        "enabled": false,
+        "value": ""
+    },
+    "crossline_uncertainty": {
+        "association": [
+            "Cell",
+            "Vertex"
+        ],
+        "dataType": "Float",
+        "group": "Data",
+        "dataGroupType": "Multi-element",
+        "main": true,
+        "label": "Uncertainty",
+        "parent": "data_object",
+        "dependency": "crossline_channel",
+        "dependencyType": "enabled",
+        "value": ""
+    },
+    "mesh": {
+        "group": "Mesh and models",
+        "main": true,
+        "label": "Mesh",
+        "meshType": "{4ea87376-3ece-438b-bf12-3479733ded46}",
+        "value": "",
+        "optional": true,
+        "enabled": false,
+        "tooltip": "Select a mesh for the inversion"
+    },
+    "model_type": {
+        "choiceList": [
+            "Conductivity (S/m)",
+            "Resistivity (Ohm-m)"
+        ],
+        "main": true,
+        "group": "Mesh and models",
+        "label": "Model units",
+        "tooltip": "Select the units of the model",
+        "value": "Conductivity (S/m)"
+    },
+    "starting_model": {
+        "association": [
+            "Cell",
+            "Vertex"
+        ],
+        "dataType": "Float",
+        "group": "Mesh and models",
+        "main": true,
+        "isValue": true,
+        "parent": "mesh",
+        "label": "Initial",
+        "property": "",
+        "value": 0.001
+    },
+    "reference_model": {
+        "association": [
+            "Cell",
+            "Vertex"
+        ],
+        "dataType": "Float",
+        "main": true,
+        "group": "Mesh and models",
+        "isValue": true,
+        "parent": "mesh",
+        "label": "Reference",
+        "property": "",
+        "optional": true,
+        "enabled": false,
+        "value": 0.001
+    },
+    "lower_bound": {
+        "association": "Cell",
+        "main": true,
+        "dataType": "Float",
+        "group": "Mesh and models",
+        "isValue": true,
+        "parent": "mesh",
+        "label": "Lower bound",
+        "property": "",
+        "optional": true,
+        "value": 1e-08,
+        "enabled": false
+    },
+    "upper_bound": {
+        "association": "Cell",
+        "main": true,
+        "dataType": "Float",
+        "group": "Mesh and models",
+        "isValue": true,
+        "parent": "mesh",
+        "label": "Upper bound",
+        "property": "",
+        "optional": true,
+        "value": 100.0,
+        "enabled": false
+    },
+    "topography_object": {
+        "main": true,
+        "group": "Topography",
+        "label": "Topography",
+        "meshType": [
+            "{202c5db1-a56d-4004-9cad-baafd8899406}",
+            "{6a057fdc-b355-11e3-95be-fd84a7ffcb88}",
+            "{f26feba3-aded-494b-b9e9-b2bbcbe298e1}",
+            "{48f5054a-1c5c-4ca4-9048-80f36dc60a06}",
+            "{b020a277-90e2-4cd7-84d6-612ee3f25051}"
+        ],
+        "value": "",
+        "optional": true,
+        "enabled": true,
+        "tooltip": "Select a topography object to define the active cells for inversion"
+    },
+    "topography": {
+        "association": [
+            "Vertex",
+            "Cell"
+        ],
+        "dataType": "Float",
+        "group": "Topography",
+        "main": true,
+        "optional": true,
+        "enabled": false,
+        "label": "Elevation channel",
+        "tooltip": "Set elevation from channel. If not set the topography will be set from the geometry of the selected 'topography' object",
+        "parent": "topography_object",
+        "dependency": "topography_object",
+        "dependencyType": "enabled",
+        "value": "",
+        "verbose": 2
+    },
+    "active_model": {
+        "association": "Cell",
+        "dataType": [
+            "Referenced",
+            "Boolean",
+            "Integer"
+        ],
+        "group": "Topography",
+        "main": true,
+        "enabled": false,
+        "dependency": "topography_object",
+        "dependencyType": "disabled",
+        "label": "Active model",
+        "tooltip": "Provide the active cell Boolean model directly if topography not set",
+        "parent": "mesh",
+        "value": ""
+    },
+    "alpha_s": {
+        "min": 0.0,
+        "group": "Regularization",
+        "label": "Reference weight",
+        "value": 1.0,
+        "tooltip": "Constant ratio compared to other weights. Larger values result in models that remain close to the reference model",
+        "dependency": "reference_model",
+        "dependencyType": "enabled",
+        "isValue": true,
+        "parent": "mesh",
+        "association": "Cell",
+        "dataType": "Float",
+        "property": "",
+        "enabled": true
+    },
+    "length_scale_x": {
+        "min": 0.0,
+        "group": "Regularization",
+        "label": "X-smoothness weight",
+        "tooltip": "Larger values relative to other smoothness weights will result in x biased smoothness",
+        "value": 1.0,
+        "isValue": true,
+        "parent": "mesh",
+        "association": "Cell",
+        "dataType": "Float",
+        "property": "",
+        "enabled": true
+    },
+    "length_scale_y": {
+        "min": 0.0,
+        "group": "Regularization",
+        "label": "Y-smoothness weight",
+        "tooltip": "Larger values relative to other smoothness weights will result in y biased smoothness",
+        "value": 1.0,
+        "isValue": true,
+        "parent": "mesh",
+        "association": "Cell",
+        "dataType": "Float",
+        "property": "",
+        "enabled": true
+    },
+    "length_scale_z": {
+        "min": 0.0,
+        "group": "Regularization",
+        "label": "Z-smoothness weight",
+        "tooltip": "Larger values relative to other smoothness weights will result in z biased smoothness",
+        "value": 1.0,
+        "isValue": true,
+        "parent": "mesh",
+        "association": "Cell",
+        "dataType": "Float",
+        "property": "",
+        "enabled": true
+    },
+    "gradient_rotation": {
+        "group": "Regularization",
+        "association": "Cell",
+        "dataType": "Float",
+        "dataGroupType": [
+            "Strike & dip",
+            "Dip direction & dip",
+            "3D vector"
+        ],
+        "label": "Gradient rotation",
+        "parent": "mesh",
+        "value": "",
+        "optional": true,
+        "tooltip": "Rotate the gradient of the regularization to align with a provided structural orientation.\nThe data should be provided as a data group in the form of either strike & dip, dip direction & dip, or x/y/z components.",
+        "enabled": false
+    },
+    "s_norm": {
+        "association": "Cell",
+        "dataType": "Float",
+        "group": "Sparse/blocky model",
+        "label": "Smallness norm",
+        "isValue": true,
+        "parent": "mesh",
+        "property": "",
+        "value": 0.0,
+        "min": 0.0,
+        "max": 2.0,
+        "precision": 2,
+        "lineEdit": true,
+        "enabled": true,
+        "dependency": "reference_model",
+        "dependencyType": "enabled",
+        "tooltip": "Lp-norm used in the smallness term of the objective function"
+    },
+    "x_norm": {
+        "association": "Cell",
+        "dataType": "Float",
+        "group": "Sparse/blocky model",
+        "label": "X-smoothness norm",
+        "isValue": true,
+        "parent": "mesh",
+        "property": "",
+        "value": 2.0,
+        "min": 0.0,
+        "max": 2.0,
+        "precision": 2,
+        "lineEdit": false,
+        "enabled": true,
+        "tooltip": "Lp-norm used in the x-smoothness term of the objective function"
+    },
+    "y_norm": {
+        "association": "Cell",
+        "dataType": "Float",
+        "group": "Sparse/blocky model",
+        "label": "Y-smoothness norm",
+        "isValue": true,
+        "parent": "mesh",
+        "property": "",
+        "value": 2.0,
+        "min": 0.0,
+        "max": 2.0,
+        "precision": 2,
+        "lineEdit": false,
+        "enabled": true,
+        "tooltip": "Lp-norm used in the y-smoothness term of the objective function"
+    },
+    "z_norm": {
+        "association": "Cell",
+        "dataType": "Float",
+        "group": "Sparse/blocky model",
+        "label": "Z-smoothness norm",
+        "isValue": true,
+        "parent": "mesh",
+        "property": "",
+        "value": 2.0,
+        "min": 0.0,
+        "max": 2.0,
+        "precision": 2,
+        "lineEdit": false,
+        "enabled": true,
+        "tooltip": "Lp-norm used in the z-smoothness term of the objective function"
+    },
+    "max_irls_iterations": {
+        "min": 0,
+        "group": "Sparse/blocky model",
+        "label": "Maximum IRLS iterations",
+        "tooltip": "Iterative Re-Weighted Least-squares (IRLS) iterations for non-L2 problems",
+        "value": 25,
+        "enabled": true,
+        "verbose": 2
+    },
+    "starting_chi_factor": {
+        "group": "Sparse/blocky model",
+        "label": "IRLS start chi factor",
+        "enabled": true,
+        "value": 1.0,
+        "tooltip": "This chi factor will be used to determine the misfit threshold after which IRLS iterations begin",
+        "verbose": 3
+    },
+    "beta_tol": {
+        "group": "Update IRLS directive",
+        "label": "Beta tolerance",
+        "value": 0.5,
+        "min": 0.0001,
+        "verbose": 3,
+        "visible": false
+    },
+    "percentile": {
+        "group": "Update IRLS directive",
+        "label": "Percentile",
+        "value": 95,
+        "max": 100,
+        "min": 5,
+        "verbose": 3,
+        "visible": false
+    },
+    "chi_factor": {
+        "min": 0.1,
+        "max": 20.0,
+        "precision": 1,
+        "lineEdit": false,
+        "group": "Cooling schedule/target",
+        "label": "Chi factor",
+        "value": 1.0,
+        "enabled": true,
+        "tooltip": "The global target data misfit value"
+    },
+    "auto_scale_tiles": {
+        "group": "Cooling schedule/target",
+        "label": "Auto-scale tiles",
+        "value": false,
+        "verbose": 3,
+        "visible": true,
+        "tooltip": "Whether to auto-scale the misfit function of tiles based on chi-factor"
+    },
+    "initial_beta_ratio": {
+        "min": 0.0,
+        "precision": 2,
+        "group": "Cooling schedule/target",
+        "optional": true,
+        "enabled": true,
+        "label": "Initial beta ratio",
+        "value": 100.0,
+        "verbose": 2,
+        "tooltip": "Estimate the trade-off parameter by scaling the ratio between the largest derivatives in the objective function gradients"
+    },
+    "initial_beta": {
+        "min": 0.0,
+        "group": "Cooling schedule/target",
+        "optional": true,
+        "enabled": false,
+        "dependency": "initial_beta_ratio",
+        "dependencyType": "disabled",
+        "label": "Initial beta",
+        "value": 1.0,
+        "verbose": 2,
+        "tooltip": "Trade-off parameter between data misfit and regularization"
+    },
+    "cooling_factor": {
+        "group": "Cooling schedule/target",
+        "label": "Beta cooling factor",
+        "tooltip": "Each beta cooling step will be calculated by dividing the current beta by this factor",
+        "value": 2.0,
+        "min": 1.1,
+        "max": 100,
+        "precision": 1,
+        "lineEdit": false,
+        "verbose": 2
+    },
+    "cooling_rate": {
+        "group": "Optimization",
+        "label": "Iterations per beta",
+        "value": 2,
+        "min": 1,
+        "LineEdit": false,
+        "max": 10,
+        "precision": 1,
+        "verbose": 2,
+        "enabled": true,
+        "tooltip": "Set the number of iterations per beta value. Use higher values for more non-linear optimization problems"
+    },
+    "epsilon_cooling_factor": 1.2,
+    "max_global_iterations": {
+        "min": 1,
+        "lineEdit": false,
+        "group": "Optimization",
+        "label": "Maximum iterations",
+        "tooltip": "Number of L2 and IRLS iterations combined",
+        "value": 50,
+        "enabled": true
+    },
+    "max_line_search_iterations": {
+        "group": "Optimization",
+        "label": "Maximum number of line searches",
+        "value": 20,
+        "min": 1,
+        "enabled": true,
+        "verbose": 3,
+        "tooltip": "Perform an Armijo backtracking line search for the provided number of iterations"
+    },
+    "max_cg_iterations": {
+        "min": 0,
+        "group": "Optimization",
+        "label": "Maximum CG iterations",
+        "value": 30,
+        "enabled": true,
+        "tooltip": "Maximum number of iterations for the conjugate gradient solver used in the optimization",
+        "verbose": 2
+    },
+    "tol_cg": {
+        "min": 0,
+        "group": "Optimization",
+        "label": "Conjugate gradient tolerance",
+        "value": 0.0001,
+        "enabled": true,
+        "tooltip": "Tolerance for the conjugate gradient solver used in the optimization",
+        "verbose": 3
+    },
+    "f_min_change": {
+        "group": "Optimization",
+        "label": "Minimum change in objective function",
+        "value": 0.01,
+        "min": 1e-06,
+        "verbose": 3,
+        "enabled": true,
+        "tooltip": "Minimum decrease in regularization beyond which the IRLS procedure is deemed to have completed"
+    },
+    "sens_wts_threshold": {
+        "group": "Update sensitivity weights directive",
+        "tooltip": "Threshold below which sensitivity weights become constant. Measured as a percentage of the maximum sensitivity weight.",
+        "label": "Threshold (%)",
+        "value": 1.0,
+        "max": 100.0,
+        "min": 0.0,
+        "precision": 3,
+        "enabled": true,
+        "verbose": 2
+    },
+    "every_iteration_bool": {
+        "group": "Update sensitivity weights directive",
+        "tooltip": "Update weights at every iteration",
+        "label": "Every iteration",
+        "value": true,
+        "verbose": 2,
+        "enabled": true
+    },
+    "save_sensitivities": {
+        "group": "Update sensitivity weights directive",
+        "label": "Save sensitivities",
+        "tooltip": "Save the summed square row sensitivities to geoh5",
+        "value": false
+    },
+    "n_cpu": {
+        "min": 1,
+        "group": "Compute",
+        "optional": true,
+        "enabled": false,
+        "label": "Number of CPUs",
+        "value": 1,
+        "visible": false
+    },
+    "solver_type": {
+        "choiceList": [
+            "Pardiso",
+            "Mumps"
+        ],
+        "group": "Compute",
+        "label": "Direct solver",
+        "tooltip": "Direct solver to use for the forward calculations",
+        "value": "Pardiso"
+    },
+    "tile_spatial": {
+        "group": "Compute",
+        "label": "Number of tiles",
+        "value": 1,
+        "min": 1,
+        "max": 1000,
+        "verbose": 2,
+        "tooltip": "Splits the objective function into spatial tiles for distributed computation using the Dask library"
+    },
+    "store_sensitivities": {
+        "choiceList": [
+            "ram"
+        ],
+        "group": "Compute",
+        "label": "Storage device",
+        "tooltip": "Only RAM storage available for now",
+        "value": "ram"
+    },
+    "max_chunk_size": {
+        "min": 0,
+        "group": "Compute",
+        "optional": true,
+        "enabled": true,
+        "label": "Maximum chunk size (MB)",
+        "value": 128,
+        "verbose": 3,
+        "visible": false,
+        "tooltip": "Limit the chunk size used by Dask for distributed computation"
+    },
+    "out_group": {
+        "label": "SimPEG group",
+        "value": "",
+        "groupType": "{55ed3daf-c192-4d4b-a439-60fa987fe2b8}",
+        "group": "Drag-and-drop options",
+        "visible": true,
+        "optional": true,
+        "enabled": false,
+        "tooltip": "Optionally set the SimPEG group to which results will be saved"
+    },
+    "generate_sweep": {
+        "label": "Generate sweep file",
+        "group": "Python run preferences",
+        "main": true,
+        "value": false,
+        "visible": false,
+        "tooltip": "Generates a file for sweeping parameters instead of running the application"
+    },
+    "n_workers": null,
+    "n_threads": null,
+    "max_ram": "",
+    "performance_report": false,
+    "distributed_workers": ""
+}
diff --git a/simpeg_drivers/__init__.py b/simpeg_drivers/__init__.py
index 10d2b354d..c8ef0ff1d 100644
--- a/simpeg_drivers/__init__.py
+++ b/simpeg_drivers/__init__.py
@@ -54,6 +54,13 @@ def assets_path() -> Path:
         "simpeg_drivers.natural_sources.apparent_conductivity",
         {"forward": "AppConForwardDriver", "inversion": "AppConInversionDriver"},
     ),
+    "borehole tdem": (
+        "simpeg_drivers.electromagnetics.borehole_time_domain",
+        {
+            "forward": "BoreholeTDEMForwardDriver",
+            "inversion": "BoreholeTDEMInversionDriver",
+        },
+    ),
     "direct current 3d": (
         "simpeg_drivers.electricals.direct_current.three_dimensions",
         {
diff --git a/simpeg_drivers/components/data.py b/simpeg_drivers/components/data.py
index ebcd1a957..eed8089bb 100644
--- a/simpeg_drivers/components/data.py
+++ b/simpeg_drivers/components/data.py
@@ -188,6 +188,7 @@ def save_data(self):
         """Write out the data to geoh5"""
         has_channels = self.params.inversion_type in [
             "apparent conductivity",
+            "borehole tdem",
             "magnetotellurics",
             "tipper",
             "tdem",
diff --git a/simpeg_drivers/components/factories/directives_factory.py b/simpeg_drivers/components/factories/directives_factory.py
index c7b9c5631..8502f14da 100644
--- a/simpeg_drivers/components/factories/directives_factory.py
+++ b/simpeg_drivers/components/factories/directives_factory.py
@@ -262,6 +262,7 @@ def save_iteration_residual_directive(self):
             not in [
                 "apparent conductivity",
                 "tdem",
+                "borehole tdem",
                 "tdem 1d",
                 "fdem",
                 "fdem 1d",
@@ -440,6 +441,7 @@ def assemble_keyword_arguments(
             "magnetotellurics",
             "tipper",
             "tdem",
+            "borehole tdem",
             "tdem 1d",
             "fdem",
             "fdem 1d",
diff --git a/simpeg_drivers/components/factories/receiver_factory.py b/simpeg_drivers/components/factories/receiver_factory.py
index aac55f10e..da3df0964 100644
--- a/simpeg_drivers/components/factories/receiver_factory.py
+++ b/simpeg_drivers/components/factories/receiver_factory.py
@@ -271,4 +271,7 @@ def validate_orientations(self):
 
             return orientations
 
+        # elif "borehole" in self.params.inversion_type:
+        #     pass
+
         return normals
diff --git a/simpeg_drivers/components/factories/simpeg_factory.py b/simpeg_drivers/components/factories/simpeg_factory.py
index 853aa76cc..c145ce916 100644
--- a/simpeg_drivers/components/factories/simpeg_factory.py
+++ b/simpeg_drivers/components/factories/simpeg_factory.py
@@ -46,6 +46,7 @@ class SimPEGFactory(ABC):
 
     valid_factory_types = [
         "apparent conductivity",
+        "borehole tdem",
         "direct current pseudo 3d",
         "direct current 3d",
         "direct current 2d",
diff --git a/simpeg_drivers/components/factories/simulation_factory.py b/simpeg_drivers/components/factories/simulation_factory.py
index fcc59606e..c9f37d67b 100644
--- a/simpeg_drivers/components/factories/simulation_factory.py
+++ b/simpeg_drivers/components/factories/simulation_factory.py
@@ -41,6 +41,7 @@ def __init__(self, params: BaseParams | BaseOptions):
         self.solver = None
         if self.factory_type in [
             "apparent conductivity",
+            "borehole tdem",
             "direct current pseudo 3d",
             "direct current 3d",
             "direct current 2d",
@@ -185,6 +186,7 @@ def assemble_keyword_arguments(self, survey=None, mesh=None, models=None, **kwar
 
         if self.factory_type in [
             "apparent conductivity",
+            "borehole tdem",
             "direct current 3d",
             "direct current 2d",
             "magnetotellurics",
diff --git a/simpeg_drivers/electromagnetics/borehole_time_domain/__init__.py b/simpeg_drivers/electromagnetics/borehole_time_domain/__init__.py
new file mode 100644
index 000000000..df32b2043
--- /dev/null
+++ b/simpeg_drivers/electromagnetics/borehole_time_domain/__init__.py
@@ -0,0 +1,9 @@
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2023-2026 Mira Geoscience Ltd.                                     '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
diff --git a/simpeg_drivers/electromagnetics/borehole_time_domain/forward.py b/simpeg_drivers/electromagnetics/borehole_time_domain/forward.py
new file mode 100644
index 000000000..2a4a8ff56
--- /dev/null
+++ b/simpeg_drivers/electromagnetics/borehole_time_domain/forward.py
@@ -0,0 +1,27 @@
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2023-2026 Mira Geoscience Ltd.                                     '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+
+
+from __future__ import annotations
+
+from simpeg_drivers.driver import ForwardDriver
+from simpeg_drivers.electromagnetics.time_domain.options import TDEMForwardOptions
+from simpeg_drivers.utils.utils import argument_parser
+
+
+class BoreholeTDEMForwardDriver(ForwardDriver):
+    """Time Domain Electromagnetic forward driver."""
+
+    _params_class = TDEMForwardOptions
+
+
+if __name__ == "__main__":
+    file, args = argument_parser()
+    BoreholeTDEMForwardDriver.start_dask_run(file, **args)
diff --git a/simpeg_drivers/electromagnetics/borehole_time_domain/inversion.py b/simpeg_drivers/electromagnetics/borehole_time_domain/inversion.py
new file mode 100644
index 000000000..031c471c2
--- /dev/null
+++ b/simpeg_drivers/electromagnetics/borehole_time_domain/inversion.py
@@ -0,0 +1,29 @@
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2023-2026 Mira Geoscience Ltd.                                     '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+
+
+from __future__ import annotations
+
+from simpeg_drivers.driver import InversionDriver
+from simpeg_drivers.electromagnetics.borehole_time_domain.options import (
+    BoreholeTDEMInversionOptions,
+)
+from simpeg_drivers.utils.utils import argument_parser
+
+
+class BoreholeTDEMInversionDriver(InversionDriver):
+    """Time Domain Electromagnetic inversion driver."""
+
+    _params_class = BoreholeTDEMInversionOptions
+
+
+if __name__ == "__main__":
+    file, args = argument_parser()
+    BoreholeTDEMInversionDriver.start_dask_run(file, **args)
diff --git a/simpeg_drivers/electromagnetics/borehole_time_domain/options.py b/simpeg_drivers/electromagnetics/borehole_time_domain/options.py
new file mode 100644
index 000000000..cde98f7f6
--- /dev/null
+++ b/simpeg_drivers/electromagnetics/borehole_time_domain/options.py
@@ -0,0 +1,64 @@
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2023-2026 Mira Geoscience Ltd.                                     '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+
+
+from __future__ import annotations
+
+from pathlib import Path
+from typing import ClassVar
+
+from simpeg_drivers import assets_path
+from simpeg_drivers.electromagnetics.time_domain.options import (
+    TDEMForwardOptions,
+    TDEMInversionOptions,
+)
+
+
+class BoreholeTDEMForwardOptions(TDEMForwardOptions):
+    """
+    Time Domain Electromagnetic forward options for borehole surveys.
+
+    :param vertical_channel_bool: Vertical (U) data channel boolean.
+    :param inline_channel_bool: In-line (A) data channel boolean.
+    :param crossline_channel_bool: Cross-line (V) data channel boolean.
+    """
+
+    name: ClassVar[str] = "Borehole TDEM Forward"
+    default_ui_json: ClassVar[Path] = (
+        assets_path() / "uijson/borehole_tdem_forward.ui.json"
+    )
+    run_command: str = "simpeg_drivers.electromagnetics.borehole_time_domain.forward"
+
+    title: str = "Borehole TDEM Forward"
+    icon: str = "surveyairborneem"
+    inversion_type: str = "borehole tdem"
+
+
+class BoreholeTDEMInversionOptions(TDEMInversionOptions):
+    """
+    Time Domain Electromagnetic Inversion options for borehole surveys.
+
+    :param vertical_channel: Vertical (U) component data channel.
+    :param vertical_uncertainty: Vertical (U) component data channel uncertainty.
+    :param inline_channel: In-line (A) data channel.
+    :param inline_uncertainty: In-line (A) data channel uncertainty.
+    :param crossline_channel: Cross-line (V) data channel.
+    :param crossline_uncertainty: Cross-line(V) data channel uncertainty.
+    """
+
+    name: ClassVar[str] = "Borehole TDEM Inversion"
+    default_ui_json: ClassVar[Path] = (
+        assets_path() / "uijson/borehole_tdem_inversion.ui.json"
+    )
+    run_command: str = "simpeg_drivers.electromagnetics.borehole_time_domain.inversion"
+    title: str = "Borehole TDEM Inversion"
+    icon: str = "surveyairborneem"
+    physical_property: str = "conductivity"
+    inversion_type: str = "borehole tdem"

From af0d7b8b520b7e0b1aa468c78a6d658ddab2e835 Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Thu, 20 Aug 2026 10:24:39 -0700
Subject: [PATCH 02/20] Improve logic for orientation on boerhole

---
 .../uijson/borehole_tdem_forward.ui.json      |  3 +--
 .../uijson/borehole_tdem_inversion.ui.json    |  3 +--
 .../components/factories/receiver_factory.py  | 21 ++++++++-----------
 3 files changed, 11 insertions(+), 16 deletions(-)

diff --git a/simpeg_drivers-assets/uijson/borehole_tdem_forward.ui.json b/simpeg_drivers-assets/uijson/borehole_tdem_forward.ui.json
index cfc7fd72b..508b6d6ba 100644
--- a/simpeg_drivers-assets/uijson/borehole_tdem_forward.ui.json
+++ b/simpeg_drivers-assets/uijson/borehole_tdem_forward.ui.json
@@ -37,8 +37,7 @@
         "optional": true,
         "enabled": false,
         "parent": "data_object",
-        "value": "",
-        "visible": false
+        "value": ""
     },
     "data_units": {
         "choiceList": [
diff --git a/simpeg_drivers-assets/uijson/borehole_tdem_inversion.ui.json b/simpeg_drivers-assets/uijson/borehole_tdem_inversion.ui.json
index ccaf8bfe5..189277bb8 100644
--- a/simpeg_drivers-assets/uijson/borehole_tdem_inversion.ui.json
+++ b/simpeg_drivers-assets/uijson/borehole_tdem_inversion.ui.json
@@ -37,8 +37,7 @@
         "optional": true,
         "enabled": false,
         "parent": "data_object",
-        "value": "",
-        "visible": false
+        "value": ""
     },
     "data_units": {
         "choiceList": [
diff --git a/simpeg_drivers/components/factories/receiver_factory.py b/simpeg_drivers/components/factories/receiver_factory.py
index da3df0964..e0b18900e 100644
--- a/simpeg_drivers/components/factories/receiver_factory.py
+++ b/simpeg_drivers/components/factories/receiver_factory.py
@@ -14,15 +14,8 @@
 
 from __future__ import annotations
 
-from typing import TYPE_CHECKING
-
-
-if TYPE_CHECKING:
-    from geoapps_utils.driver.params import BaseParams
-
-    from simpeg_drivers.options import BaseOptions
-
 import numpy as np
+from geoapps_utils.utils.locations import azimuth_dip_from_segments
 from geoapps_utils.utils.transformations import x_rotation_matrix, z_rotation_matrix
 from geoh5py.objects.surveys.electromagnetics.base import (
     AirborneEMSurvey,
@@ -30,6 +23,7 @@
 )
 
 from simpeg_drivers.components.factories.simpeg_factory import SimPEGFactory
+from simpeg_drivers.options import CoreOptions
 from simpeg_drivers.utils.regularization import direction_and_dip, get_cell_normals
 
 
@@ -45,7 +39,7 @@
 class ReceiversFactory(SimPEGFactory):
     """Build SimPEG receivers objects based on factory type."""
 
-    def __init__(self, params: BaseParams | BaseOptions):
+    def __init__(self, params: CoreOptions):
         """
         :param params: Options object containing SimPEG object parameters.
 
@@ -259,9 +253,15 @@ def validate_orientations(self):
             for comp in "xyz"
         }
 
+        azi_dip = None
         if getattr(self.params, "receivers_orientation", None):
             azm, dip = direction_and_dip(self.params.receivers_orientation)
             azi_dip = np.deg2rad(np.c_[azm.values, dip.values])
+
+        elif "borehole" in self.params.inversion_type:
+            azi_dip = azimuth_dip_from_segments(self.params.data_object)
+
+        if azi_dip is not None:
             orientations = {}
             for axis in "xyz":
                 orientations[axis] = (
@@ -271,7 +271,4 @@ def validate_orientations(self):
 
             return orientations
 
-        # elif "borehole" in self.params.inversion_type:
-        #     pass
-
         return normals

From 5e2868df40a6532078e51cb67acfcb7bc9c506b9 Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Thu, 20 Aug 2026 16:41:37 -0700
Subject: [PATCH 03/20] Switch to AUV channels

---
 .../uijson/borehole_tdem_forward.ui.json      |  6 +-
 .../uijson/borehole_tdem_inversion.ui.json    | 22 +++----
 .../components/factories/receiver_factory.py  | 27 ++++++--
 .../factories/simulation_factory.py           |  2 +-
 .../borehole_time_domain/forward.py           | 11 ++--
 .../borehole_time_domain/inversion.py         |  5 +-
 .../borehole_time_domain/options.py           | 65 +++++++++++++++----
 7 files changed, 99 insertions(+), 39 deletions(-)

diff --git a/simpeg_drivers-assets/uijson/borehole_tdem_forward.ui.json b/simpeg_drivers-assets/uijson/borehole_tdem_forward.ui.json
index 508b6d6ba..5e6ac4c73 100644
--- a/simpeg_drivers-assets/uijson/borehole_tdem_forward.ui.json
+++ b/simpeg_drivers-assets/uijson/borehole_tdem_forward.ui.json
@@ -58,21 +58,21 @@
         ],
         "value": "Airborne dB/dt (V/Am^4)"
     },
-    "inline_channel_bool": {
+    "A_channel_bool": {
         "group": "Survey",
         "main": true,
         "label": "A-component",
         "tooltip": "Axial (A) component parallel to the hole trace.\nPositive upward along the hole trace",
         "value": true
     },
-    "vertical_channel_bool": {
+    "U_channel_bool": {
         "group": "Survey",
         "main": true,
         "label": "U-component",
         "tooltip": "Perpendicular (U) component of the magnetic data.\nPositive upward in the hole dip direction",
         "value": true
     },
-    "crossline_channel_bool": {
+    "V_channel_bool": {
         "group": "Survey",
         "main": true,
         "label": "V-component",
diff --git a/simpeg_drivers-assets/uijson/borehole_tdem_inversion.ui.json b/simpeg_drivers-assets/uijson/borehole_tdem_inversion.ui.json
index 189277bb8..8ee1c8034 100644
--- a/simpeg_drivers-assets/uijson/borehole_tdem_inversion.ui.json
+++ b/simpeg_drivers-assets/uijson/borehole_tdem_inversion.ui.json
@@ -58,7 +58,7 @@
         ],
         "value": "Airborne dB/dt (V/Am^4)"
     },
-    "inline_channel": {
+    "A_channel": {
         "association": [
             "Cell",
             "Vertex"
@@ -71,10 +71,10 @@
         "parent": "data_object",
         "tooltip": "Axial (A) component parallel to the hole trace.\nPositive upward along the hole trace",
         "optional": true,
-        "enabled": false,
+        "enabled": true,
         "value": ""
     },
-    "inline_uncertainty": {
+    "A_uncertainty": {
         "association": [
             "Cell",
             "Vertex"
@@ -85,11 +85,11 @@
         "main": true,
         "label": "Uncertainty",
         "parent": "data_object",
-        "dependency": "inline_channel",
+        "dependency": "A_channel",
         "dependencyType": "enabled",
         "value": ""
     },
-    "vertical_channel": {
+    "U_channel": {
         "association": [
             "Cell",
             "Vertex"
@@ -102,10 +102,10 @@
         "parent": "data_object",
         "tooltip": "Perpendicular (U) component of the magnetic data.\nPositive upward in the hole dip direction",
         "optional": true,
-        "enabled": true,
+        "enabled": false,
         "value": ""
     },
-    "vertical_uncertainty": {
+    "U_uncertainty": {
         "association": [
             "Cell",
             "Vertex"
@@ -116,11 +116,11 @@
         "main": true,
         "label": "Uncertainty",
         "parent": "data_object",
-        "dependency": "vertical_channel",
+        "dependency": "U_channel",
         "dependencyType": "enabled",
         "value": ""
     },
-    "crossline_channel": {
+    "V_channel": {
         "association": [
             "Cell",
             "Vertex"
@@ -136,7 +136,7 @@
         "enabled": false,
         "value": ""
     },
-    "crossline_uncertainty": {
+    "V_uncertainty": {
         "association": [
             "Cell",
             "Vertex"
@@ -147,7 +147,7 @@
         "main": true,
         "label": "Uncertainty",
         "parent": "data_object",
-        "dependency": "crossline_channel",
+        "dependency": "V_channel",
         "dependencyType": "enabled",
         "value": ""
     },
diff --git a/simpeg_drivers/components/factories/receiver_factory.py b/simpeg_drivers/components/factories/receiver_factory.py
index e0b18900e..efb8028f1 100644
--- a/simpeg_drivers/components/factories/receiver_factory.py
+++ b/simpeg_drivers/components/factories/receiver_factory.py
@@ -16,7 +16,12 @@
 
 import numpy as np
 from geoapps_utils.utils.locations import azimuth_dip_from_segments
-from geoapps_utils.utils.transformations import x_rotation_matrix, z_rotation_matrix
+from geoapps_utils.utils.transformations import (
+    cartesian_to_azimuth_dip,
+    x_rotation_matrix,
+    z_rotation_matrix,
+)
+from geoh5py.groups.property_group_type import GroupTypeEnum
 from geoh5py.objects.surveys.electromagnetics.base import (
     AirborneEMSurvey,
     LargeLoopGroundEMSurvey,
@@ -33,6 +38,9 @@
     "vertical": "z",
     "inline": "y",
     "crossline": "x",
+    "A": "y",
+    "U": "z",
+    "V": "x",
 }
 
 
@@ -254,9 +262,20 @@ def validate_orientations(self):
         }
 
         azi_dip = None
-        if getattr(self.params, "receivers_orientation", None):
-            azm, dip = direction_and_dip(self.params.receivers_orientation)
-            azi_dip = np.deg2rad(np.c_[azm.values, dip.values])
+
+        if property_group := getattr(self.params, "receivers_orientation", None):
+            group_type = property_group.property_group_type
+            azi_dip = np.vstack(
+                [
+                    property_group.parent.get_data(k)[0].values
+                    for k in property_group.properties
+                ]
+            ).T
+
+            if group_type == GroupTypeEnum.VECTOR:
+                azi_dip = cartesian_to_azimuth_dip(azi_dip)
+            else:
+                azi_dip = np.deg2rad(azi_dip)
 
         elif "borehole" in self.params.inversion_type:
             azi_dip = azimuth_dip_from_segments(self.params.data_object)
diff --git a/simpeg_drivers/components/factories/simulation_factory.py b/simpeg_drivers/components/factories/simulation_factory.py
index c9f37d67b..ad9b20a30 100644
--- a/simpeg_drivers/components/factories/simulation_factory.py
+++ b/simpeg_drivers/components/factories/simulation_factory.py
@@ -111,7 +111,7 @@ def concrete_object(self):
 
             return simulation_1d.Simulation1DLayered
 
-        if self.factory_type in ["tdem"]:
+        if self.factory_type in ["tdem", "borehole tdem"]:
             from simpeg.electromagnetics.time_domain import simulation
 
             return simulation.Simulation3DMagneticFluxDensity
diff --git a/simpeg_drivers/electromagnetics/borehole_time_domain/forward.py b/simpeg_drivers/electromagnetics/borehole_time_domain/forward.py
index 2a4a8ff56..5893d84a3 100644
--- a/simpeg_drivers/electromagnetics/borehole_time_domain/forward.py
+++ b/simpeg_drivers/electromagnetics/borehole_time_domain/forward.py
@@ -12,16 +12,19 @@
 from __future__ import annotations
 
 from simpeg_drivers.driver import ForwardDriver
-from simpeg_drivers.electromagnetics.time_domain.options import TDEMForwardOptions
+from simpeg_drivers.electromagnetics.borehole_time_domain.options import (
+    BoreholeTDEMForwardOptions,
+)
 from simpeg_drivers.utils.utils import argument_parser
 
 
 class BoreholeTDEMForwardDriver(ForwardDriver):
     """Time Domain Electromagnetic forward driver."""
 
-    _params_class = TDEMForwardOptions
+    _params_class = BoreholeTDEMForwardOptions
 
 
 if __name__ == "__main__":
-    file, args = argument_parser()
-    BoreholeTDEMForwardDriver.start_dask_run(file, **args)
+    # file, args = argument_parser()
+    file = r"C:\Users\dominiquef\Documents\tests\Borehole_EM\fwr_model_A.ui.json"
+    BoreholeTDEMForwardDriver.start_dask_run(file)
diff --git a/simpeg_drivers/electromagnetics/borehole_time_domain/inversion.py b/simpeg_drivers/electromagnetics/borehole_time_domain/inversion.py
index 031c471c2..c3743165e 100644
--- a/simpeg_drivers/electromagnetics/borehole_time_domain/inversion.py
+++ b/simpeg_drivers/electromagnetics/borehole_time_domain/inversion.py
@@ -25,5 +25,6 @@ class BoreholeTDEMInversionDriver(InversionDriver):
 
 
 if __name__ == "__main__":
-    file, args = argument_parser()
-    BoreholeTDEMInversionDriver.start_dask_run(file, **args)
+    # file, args = argument_parser()
+    file = r"C:\Users\dominiquef\Documents\tests\Borehole_EM\inv_run1.ui.json"
+    BoreholeTDEMInversionDriver.start_dask_run(file)
diff --git a/simpeg_drivers/electromagnetics/borehole_time_domain/options.py b/simpeg_drivers/electromagnetics/borehole_time_domain/options.py
index cde98f7f6..4bcb4feba 100644
--- a/simpeg_drivers/electromagnetics/borehole_time_domain/options.py
+++ b/simpeg_drivers/electromagnetics/borehole_time_domain/options.py
@@ -14,20 +14,29 @@
 from pathlib import Path
 from typing import ClassVar
 
+from geoh5py.groups import PropertyGroup
+from geoh5py.objects import (
+    AirborneTEMReceivers,
+    LargeLoopGroundTEMReceivers,
+    MovingLoopGroundTEMReceivers,
+)
+
 from simpeg_drivers import assets_path
-from simpeg_drivers.electromagnetics.time_domain.options import (
-    TDEMForwardOptions,
-    TDEMInversionOptions,
+from simpeg_drivers.electromagnetics.time_domain.options import BaseTDEMOptions
+from simpeg_drivers.options import (
+    BaseForwardOptions,
+    BaseInversionOptions,
+    ConductivityModelOptions,
 )
 
 
-class BoreholeTDEMForwardOptions(TDEMForwardOptions):
+class BoreholeTDEMForwardOptions(BaseTDEMOptions, BaseForwardOptions):
     """
     Time Domain Electromagnetic forward options for borehole surveys.
 
-    :param vertical_channel_bool: Vertical (U) data channel boolean.
-    :param inline_channel_bool: In-line (A) data channel boolean.
-    :param crossline_channel_bool: Cross-line (V) data channel boolean.
+    :param A_channel_bool: In-line (A) data channel boolean.
+    :param U_channel_bool: Vertical (U) data channel boolean.
+    :param V_channel_bool: Cross-line (V) data channel boolean.
     """
 
     name: ClassVar[str] = "Borehole TDEM Forward"
@@ -39,18 +48,31 @@ class BoreholeTDEMForwardOptions(TDEMForwardOptions):
     title: str = "Borehole TDEM Forward"
     icon: str = "surveyairborneem"
     inversion_type: str = "borehole tdem"
+    physical_property: str = "conductivity"
+
+    data_object: (
+        MovingLoopGroundTEMReceivers
+        | LargeLoopGroundTEMReceivers
+        | AirborneTEMReceivers
+    )
+    receivers_orientation: PropertyGroup | None = None
+    A_channel_bool: bool = False
+    U_channel_bool: bool = False
+    V_channel_bool: bool = False
 
+    models: ConductivityModelOptions
 
-class BoreholeTDEMInversionOptions(TDEMInversionOptions):
+
+class BoreholeTDEMInversionOptions(BaseTDEMOptions, BaseInversionOptions):
     """
     Time Domain Electromagnetic Inversion options for borehole surveys.
 
-    :param vertical_channel: Vertical (U) component data channel.
-    :param vertical_uncertainty: Vertical (U) component data channel uncertainty.
-    :param inline_channel: In-line (A) data channel.
-    :param inline_uncertainty: In-line (A) data channel uncertainty.
-    :param crossline_channel: Cross-line (V) data channel.
-    :param crossline_uncertainty: Cross-line(V) data channel uncertainty.
+    :param U_channel: Vertical (U) component data channel.
+    :param U_uncertainty: Vertical (U) component data channel uncertainty.
+    :param A_channel: In-line (A) data channel.
+    :param A_uncertainty: In-line (A) data channel uncertainty.
+    :param V_channel: Cross-line (V) data channel.
+    :param V_uncertainty: Cross-line(V) data channel uncertainty.
     """
 
     name: ClassVar[str] = "Borehole TDEM Inversion"
@@ -62,3 +84,18 @@ class BoreholeTDEMInversionOptions(TDEMInversionOptions):
     icon: str = "surveyairborneem"
     physical_property: str = "conductivity"
     inversion_type: str = "borehole tdem"
+
+    data_object: (
+        MovingLoopGroundTEMReceivers
+        | LargeLoopGroundTEMReceivers
+        | AirborneTEMReceivers
+    )
+    receivers_orientation: PropertyGroup | None = None
+    U_channel: PropertyGroup | None = None
+    U_uncertainty: PropertyGroup | None = None
+    A_channel: PropertyGroup | None = None
+    A_uncertainty: PropertyGroup | None = None
+    V_channel: PropertyGroup | None = None
+    V_uncertainty: PropertyGroup | None = None
+
+    models: ConductivityModelOptions

From 67dfd67fe328a45b478594adb023c17c6e01f2cf Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Thu, 20 Aug 2026 16:49:31 -0700
Subject: [PATCH 04/20] Update deps-lock

---
 .../py-3.12-linux-64-dev.conda.lock.yml       |  2 +-
 .../py-3.12-win-64-dev.conda.lock.yml         |  6 ++--
 environments/py-3.12-win-64.conda.lock.yml    |  4 +--
 .../py-3.13-linux-64-dev.conda.lock.yml       |  2 +-
 .../py-3.13-win-64-dev.conda.lock.yml         |  6 ++--
 environments/py-3.13-win-64.conda.lock.yml    |  4 +--
 py-3.12.conda-lock.yml                        | 30 +++++++++----------
 py-3.13.conda-lock.yml                        | 30 +++++++++----------
 8 files changed, 42 insertions(+), 42 deletions(-)

diff --git a/environments/py-3.12-linux-64-dev.conda.lock.yml b/environments/py-3.12-linux-64-dev.conda.lock.yml
index f59830762..1a1a76488 100644
--- a/environments/py-3.12-linux-64-dev.conda.lock.yml
+++ b/environments/py-3.12-linux-64-dev.conda.lock.yml
@@ -12,7 +12,7 @@ dependencies:
   - annotated-types=0.8.0=pyhd8ed1ab_0
   - anyio=4.14.2=pyhcf101f3_0
   - argon2-cffi=25.1.0=pyhd8ed1ab_0
-  - argon2-cffi-bindings=25.1.0=py312h4c3975b_2
+  - argon2-cffi-bindings=26.1.0=py312h5cc1888_0
   - arrow=1.4.0=pyhcf101f3_0
   - asciitree=0.3.3=py_2
   - astroid=4.0.4=py312h7900ff3_0
diff --git a/environments/py-3.12-win-64-dev.conda.lock.yml b/environments/py-3.12-win-64-dev.conda.lock.yml
index 86c03fcfd..146f67e80 100644
--- a/environments/py-3.12-win-64-dev.conda.lock.yml
+++ b/environments/py-3.12-win-64-dev.conda.lock.yml
@@ -12,7 +12,7 @@ dependencies:
   - annotated-types=0.8.0=pyhd8ed1ab_0
   - anyio=4.14.2=pyhcf101f3_0
   - argon2-cffi=25.1.0=pyhd8ed1ab_0
-  - argon2-cffi-bindings=25.1.0=py312he06e257_2
+  - argon2-cffi-bindings=26.1.0=py312he06e257_0
   - arrow=1.4.0=pyhcf101f3_0
   - asciitree=0.3.3=py_2
   - astroid=4.0.4=py312h2e8e312_0
@@ -146,8 +146,8 @@ dependencies:
   - libwebp-base=1.6.0=h4d5522a_1
   - libwinpthread=12.0.0.r4.gg4f2fc60ca=h57928b3_10
   - libxcb=1.17.0=h874e120_1
-  - libxml2=2.15.3=h8ef44ab_0
-  - libxml2-16=2.15.3=h3cfd58e_0
+  - libxml2=2.15.3=h8ef44ab_1
+  - libxml2-16=2.15.3=h3cfd58e_1
   - libzlib=1.3.2=hfd05255_3
   - llvm-openmp=22.1.8=h4fa8253_0
   - locket=1.0.0=pyhd8ed1ab_0
diff --git a/environments/py-3.12-win-64.conda.lock.yml b/environments/py-3.12-win-64.conda.lock.yml
index 8ce1ffa08..28b9cbcda 100644
--- a/environments/py-3.12-win-64.conda.lock.yml
+++ b/environments/py-3.12-win-64.conda.lock.yml
@@ -85,8 +85,8 @@ dependencies:
   - libwebp-base=1.6.0=h4d5522a_1
   - libwinpthread=12.0.0.r4.gg4f2fc60ca=h57928b3_10
   - libxcb=1.17.0=h874e120_1
-  - libxml2=2.15.3=h8ef44ab_0
-  - libxml2-16=2.15.3=h3cfd58e_0
+  - libxml2=2.15.3=h8ef44ab_1
+  - libxml2-16=2.15.3=h3cfd58e_1
   - libzlib=1.3.2=hfd05255_3
   - llvm-openmp=22.1.8=h4fa8253_0
   - locket=1.0.0=pyhd8ed1ab_0
diff --git a/environments/py-3.13-linux-64-dev.conda.lock.yml b/environments/py-3.13-linux-64-dev.conda.lock.yml
index be6c30a34..37fe0f41f 100644
--- a/environments/py-3.13-linux-64-dev.conda.lock.yml
+++ b/environments/py-3.13-linux-64-dev.conda.lock.yml
@@ -12,7 +12,7 @@ dependencies:
   - annotated-types=0.8.0=pyhd8ed1ab_0
   - anyio=4.14.2=pyhcf101f3_0
   - argon2-cffi=25.1.0=pyhd8ed1ab_0
-  - argon2-cffi-bindings=25.1.0=py313h07c4f96_2
+  - argon2-cffi-bindings=26.1.0=py313h995f894_0
   - arrow=1.4.0=pyhcf101f3_0
   - asciitree=0.3.3=py_2
   - astroid=4.0.4=py313h78bf25f_0
diff --git a/environments/py-3.13-win-64-dev.conda.lock.yml b/environments/py-3.13-win-64-dev.conda.lock.yml
index cee746e26..cb570c442 100644
--- a/environments/py-3.13-win-64-dev.conda.lock.yml
+++ b/environments/py-3.13-win-64-dev.conda.lock.yml
@@ -12,7 +12,7 @@ dependencies:
   - annotated-types=0.8.0=pyhd8ed1ab_0
   - anyio=4.14.2=pyhcf101f3_0
   - argon2-cffi=25.1.0=pyhd8ed1ab_0
-  - argon2-cffi-bindings=25.1.0=py313h5ea7bf4_2
+  - argon2-cffi-bindings=26.1.0=py313h5ea7bf4_0
   - arrow=1.4.0=pyhcf101f3_0
   - asciitree=0.3.3=py_2
   - astroid=4.0.4=py313hfa70ccb_0
@@ -147,8 +147,8 @@ dependencies:
   - libwebp-base=1.6.0=h4d5522a_1
   - libwinpthread=12.0.0.r4.gg4f2fc60ca=h57928b3_10
   - libxcb=1.17.0=h874e120_1
-  - libxml2=2.15.3=h8ef44ab_0
-  - libxml2-16=2.15.3=h3cfd58e_0
+  - libxml2=2.15.3=h8ef44ab_1
+  - libxml2-16=2.15.3=h3cfd58e_1
   - libzlib=1.3.2=hfd05255_3
   - llvm-openmp=22.1.8=h4fa8253_0
   - locket=1.0.0=pyhd8ed1ab_0
diff --git a/environments/py-3.13-win-64.conda.lock.yml b/environments/py-3.13-win-64.conda.lock.yml
index 23a45ba42..95471aa82 100644
--- a/environments/py-3.13-win-64.conda.lock.yml
+++ b/environments/py-3.13-win-64.conda.lock.yml
@@ -86,8 +86,8 @@ dependencies:
   - libwebp-base=1.6.0=h4d5522a_1
   - libwinpthread=12.0.0.r4.gg4f2fc60ca=h57928b3_10
   - libxcb=1.17.0=h874e120_1
-  - libxml2=2.15.3=h8ef44ab_0
-  - libxml2-16=2.15.3=h3cfd58e_0
+  - libxml2=2.15.3=h8ef44ab_1
+  - libxml2-16=2.15.3=h3cfd58e_1
   - libzlib=1.3.2=hfd05255_3
   - llvm-openmp=22.1.8=h4fa8253_0
   - locket=1.0.0=pyhd8ed1ab_0
diff --git a/py-3.12.conda-lock.yml b/py-3.12.conda-lock.yml
index bf4002e6e..383888552 100644
--- a/py-3.12.conda-lock.yml
+++ b/py-3.12.conda-lock.yml
@@ -189,23 +189,23 @@ package:
   category: dev
   optional: true
 - name: argon2-cffi-bindings
-  version: 25.1.0
+  version: 26.1.0
   manager: conda
   platform: linux-64
   dependencies:
     __glibc: '>=2.17,<3.0.a0'
     cffi: '>=1.0.1'
-    libgcc: '>=14'
+    libgcc: '>=15'
     python: '>=3.12,<3.13.0a0'
     python_abi: 3.12.*
-  url: https://repo.prefix.dev/conda-forge/linux-64/argon2-cffi-bindings-25.1.0-py312h4c3975b_2.conda
+  url: https://repo.prefix.dev/conda-forge/linux-64/argon2-cffi-bindings-26.1.0-py312h5cc1888_0.conda
   hash:
-    md5: 1567f06d717246abab170736af8bad1b
-    sha256: 7988c207b2b766dad5ebabf25a92b8d75cb8faed92f256fd7a4e0875c9ec6d58
+    md5: 206a3c2e73a15a4956df784f165f4ed8
+    sha256: 9b97ce25a43e1aa998286971da972a13f5803cccb12df45013edff46ed3dc2b3
   category: dev
   optional: true
 - name: argon2-cffi-bindings
-  version: 25.1.0
+  version: 26.1.0
   manager: conda
   platform: win-64
   dependencies:
@@ -215,10 +215,10 @@ package:
     ucrt: '>=10.0.20348.0'
     vc: '>=14.3,<15'
     vc14_runtime: '>=14.44.35208'
-  url: https://repo.prefix.dev/conda-forge/win-64/argon2-cffi-bindings-25.1.0-py312he06e257_2.conda
+  url: https://repo.prefix.dev/conda-forge/win-64/argon2-cffi-bindings-26.1.0-py312he06e257_0.conda
   hash:
-    md5: 5dc3781bbc4ddce0bf250a04c1a192c2
-    sha256: 38c5e43d991b0c43713fa2ceba3063afa4ccad2dd4c8eb720143de54d461a338
+    md5: 38764c8f1723841acac6c0bc2d766afc
+    sha256: ae4d0f74b48266849555b69b195ee96e5db7067359ffde700d5f35dc41d5f8f1
   category: dev
   optional: true
 - name: arrow
@@ -4385,10 +4385,10 @@ package:
     ucrt: '>=10.0.20348.0'
     vc: '>=14.3,<15'
     vc14_runtime: '>=14.44.35208'
-  url: https://repo.prefix.dev/conda-forge/win-64/libxml2-2.15.3-h8ef44ab_0.conda
+  url: https://repo.prefix.dev/conda-forge/win-64/libxml2-2.15.3-h8ef44ab_1.conda
   hash:
-    md5: 95591ca5671d2213f5b2d5aa7818420d
-    sha256: a4599c6bbbbdd7db570896e520c557eec8e66d94e839a59d17dc1f24a3d5f82b
+    md5: 45a5a1c709a69f14cf176220788d18a9
+    sha256: a83e9adcf7c50f20289dc6890707c8e4e84151b4204b0f7344998138807458d1
   category: main
   optional: false
 - name: libxml2-16
@@ -4420,10 +4420,10 @@ package:
     ucrt: '>=10.0.20348.0'
     vc: '>=14.3,<15'
     vc14_runtime: '>=14.44.35208'
-  url: https://repo.prefix.dev/conda-forge/win-64/libxml2-16-2.15.3-h3cfd58e_0.conda
+  url: https://repo.prefix.dev/conda-forge/win-64/libxml2-16-2.15.3-h3cfd58e_1.conda
   hash:
-    md5: 9e8dd0d90ed830107b2c36801035b7db
-    sha256: 3b61ee3caba702d2ff432fa3920835db963026e5c99c4e6fdca0c6114f59e7ce
+    md5: 6e7dadff3f3bde2d29d29a3ec34f2d58
+    sha256: 8163de24a7ddb4ebf9587c3a45ba950caf3690b9646b76f007ca15e6e52b5881
   category: main
   optional: false
 - name: libzlib
diff --git a/py-3.13.conda-lock.yml b/py-3.13.conda-lock.yml
index a3219438b..753ada955 100644
--- a/py-3.13.conda-lock.yml
+++ b/py-3.13.conda-lock.yml
@@ -189,23 +189,23 @@ package:
   category: dev
   optional: true
 - name: argon2-cffi-bindings
-  version: 25.1.0
+  version: 26.1.0
   manager: conda
   platform: linux-64
   dependencies:
     __glibc: '>=2.17,<3.0.a0'
     cffi: '>=1.0.1'
-    libgcc: '>=14'
+    libgcc: '>=15'
     python: '>=3.13,<3.14.0a0'
     python_abi: 3.13.*
-  url: https://repo.prefix.dev/conda-forge/linux-64/argon2-cffi-bindings-25.1.0-py313h07c4f96_2.conda
+  url: https://repo.prefix.dev/conda-forge/linux-64/argon2-cffi-bindings-26.1.0-py313h995f894_0.conda
   hash:
-    md5: 27bbec9f2f3a15d32b60ec5734f5b41c
-    sha256: ad188ccc06a06c633dc124b09e9e06fb9df4c32ffc38acc96ecc86e506062090
+    md5: db73f7be4911943040efc5ca79c9775e
+    sha256: e07a2c721f480ee8109b519ca2201603abcc3aed5a9673fb830adbc9b6768ab8
   category: dev
   optional: true
 - name: argon2-cffi-bindings
-  version: 25.1.0
+  version: 26.1.0
   manager: conda
   platform: win-64
   dependencies:
@@ -215,10 +215,10 @@ package:
     ucrt: '>=10.0.20348.0'
     vc: '>=14.3,<15'
     vc14_runtime: '>=14.44.35208'
-  url: https://repo.prefix.dev/conda-forge/win-64/argon2-cffi-bindings-25.1.0-py313h5ea7bf4_2.conda
+  url: https://repo.prefix.dev/conda-forge/win-64/argon2-cffi-bindings-26.1.0-py313h5ea7bf4_0.conda
   hash:
-    md5: eabb4b677b54874d7d6ab775fdaa3d27
-    sha256: 3f8a1affdfeb2be5289d709e365fc6e386d734773895215cf8cbc5100fa6af9a
+    md5: 0e05f2b2dba8c28bc6be0ee952ce4fbc
+    sha256: 0532093a043aa452c90798cbff19dfc3ab4e331726239dad42ffce83538d94cc
   category: dev
   optional: true
 - name: arrow
@@ -4384,10 +4384,10 @@ package:
     ucrt: '>=10.0.20348.0'
     vc: '>=14.3,<15'
     vc14_runtime: '>=14.44.35208'
-  url: https://repo.prefix.dev/conda-forge/win-64/libxml2-2.15.3-h8ef44ab_0.conda
+  url: https://repo.prefix.dev/conda-forge/win-64/libxml2-2.15.3-h8ef44ab_1.conda
   hash:
-    md5: 95591ca5671d2213f5b2d5aa7818420d
-    sha256: a4599c6bbbbdd7db570896e520c557eec8e66d94e839a59d17dc1f24a3d5f82b
+    md5: 45a5a1c709a69f14cf176220788d18a9
+    sha256: a83e9adcf7c50f20289dc6890707c8e4e84151b4204b0f7344998138807458d1
   category: main
   optional: false
 - name: libxml2-16
@@ -4419,10 +4419,10 @@ package:
     ucrt: '>=10.0.20348.0'
     vc: '>=14.3,<15'
     vc14_runtime: '>=14.44.35208'
-  url: https://repo.prefix.dev/conda-forge/win-64/libxml2-16-2.15.3-h3cfd58e_0.conda
+  url: https://repo.prefix.dev/conda-forge/win-64/libxml2-16-2.15.3-h3cfd58e_1.conda
   hash:
-    md5: 9e8dd0d90ed830107b2c36801035b7db
-    sha256: 3b61ee3caba702d2ff432fa3920835db963026e5c99c4e6fdca0c6114f59e7ce
+    md5: 6e7dadff3f3bde2d29d29a3ec34f2d58
+    sha256: 8163de24a7ddb4ebf9587c3a45ba950caf3690b9646b76f007ca15e6e52b5881
   category: main
   optional: false
 - name: libzlib

From 408b7bd68048a959e6948c232a5b69d410ee75eb Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Thu, 20 Aug 2026 16:57:05 -0700
Subject: [PATCH 05/20] Fix title of borehole inversion

---
 simpeg_drivers-assets/uijson/borehole_tdem_inversion.ui.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/simpeg_drivers-assets/uijson/borehole_tdem_inversion.ui.json b/simpeg_drivers-assets/uijson/borehole_tdem_inversion.ui.json
index 8ee1c8034..83c4db3f6 100644
--- a/simpeg_drivers-assets/uijson/borehole_tdem_inversion.ui.json
+++ b/simpeg_drivers-assets/uijson/borehole_tdem_inversion.ui.json
@@ -1,6 +1,6 @@
 {
     "version": "0.0.0",
-    "title": "Borehole TDEM Forward",
+    "title": "Borehole TDEM Inversion",
     "icon": "surveyairborneem",
     "documentation": "https://mirageoscience-simpeg-drivers.readthedocs-hosted.com/en/latest/",
     "conda_environment": "simpeg-drivers",

From 0be23371a97f6a2d148fdc2c56b93db3d4c331d7 Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Thu, 20 Aug 2026 17:06:01 -0700
Subject: [PATCH 06/20] Reset mains

---
 .../electromagnetics/borehole_time_domain/forward.py         | 5 ++---
 .../electromagnetics/borehole_time_domain/inversion.py       | 5 ++---
 2 files changed, 4 insertions(+), 6 deletions(-)

diff --git a/simpeg_drivers/electromagnetics/borehole_time_domain/forward.py b/simpeg_drivers/electromagnetics/borehole_time_domain/forward.py
index 5893d84a3..d9c7e0eb7 100644
--- a/simpeg_drivers/electromagnetics/borehole_time_domain/forward.py
+++ b/simpeg_drivers/electromagnetics/borehole_time_domain/forward.py
@@ -25,6 +25,5 @@ class BoreholeTDEMForwardDriver(ForwardDriver):
 
 
 if __name__ == "__main__":
-    # file, args = argument_parser()
-    file = r"C:\Users\dominiquef\Documents\tests\Borehole_EM\fwr_model_A.ui.json"
-    BoreholeTDEMForwardDriver.start_dask_run(file)
+    file, args = argument_parser()
+    BoreholeTDEMForwardDriver.start_dask_run(file, **args)
diff --git a/simpeg_drivers/electromagnetics/borehole_time_domain/inversion.py b/simpeg_drivers/electromagnetics/borehole_time_domain/inversion.py
index c3743165e..031c471c2 100644
--- a/simpeg_drivers/electromagnetics/borehole_time_domain/inversion.py
+++ b/simpeg_drivers/electromagnetics/borehole_time_domain/inversion.py
@@ -25,6 +25,5 @@ class BoreholeTDEMInversionDriver(InversionDriver):
 
 
 if __name__ == "__main__":
-    # file, args = argument_parser()
-    file = r"C:\Users\dominiquef\Documents\tests\Borehole_EM\inv_run1.ui.json"
-    BoreholeTDEMInversionDriver.start_dask_run(file)
+    file, args = argument_parser()
+    BoreholeTDEMInversionDriver.start_dask_run(file, **args)

From ddf85a90d75ac4dcbedc6528dea2a78c46c806f7 Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Wed, 26 Aug 2026 12:49:20 -0700
Subject: [PATCH 07/20] Switch to lower case components a,u,v

---
 pyproject.toml                                |   8 +-
 .../uijson/borehole_tdem_forward.ui.json      |   6 +-
 .../uijson/borehole_tdem_inversion.ui.json    |  18 +-
 .../components/factories/receiver_factory.py  |   6 +-
 .../borehole_time_domain/options.py           |  36 +-
 tests/run_tests/driver_borehole_tem_test.py   | 307 ++++++++++++++++++
 6 files changed, 344 insertions(+), 37 deletions(-)
 create mode 100644 tests/run_tests/driver_borehole_tem_test.py

diff --git a/pyproject.toml b/pyproject.toml
index 9cf2e7dd9..2ac06cadc 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -94,16 +94,16 @@ trimesh = "^4.1.3"
 ## Pip dependencies from Git repositories
 #----------------------------------------
 # geoh5py = {version = ">=0.14.0a, 0.14.*", source = "pypi", allow-prereleases = true}
-geoh5py = {git = "https://github.com/MiraGeoscience/geoh5py.git", rev = "feature/uijson"}
+geoh5py = {git = "https://github.com/MiraGeoscience/geoh5py.git", rev = "develop"}
 
 # grid-apps = {version = ">=0.3.0a, 0.3.*", source = "pypi", allow-prereleases = true}
-grid-apps = {git = "https://github.com/MiraGeoscience/grid-apps.git", rev = "GEOPY-2965"}
+grid-apps = {git = "https://github.com/MiraGeoscience/grid-apps.git", rev = "develop"}
 
 # geoapps-utils = {version = ">=0.8.0a, 0.8.*", source = "pypi", allow-prereleases = true}
-geoapps-utils = {git = "https://github.com/MiraGeoscience/geoapps-utils.git", rev = "feature/uijson"}
+geoapps-utils = {git = "https://github.com/MiraGeoscience/geoapps-utils.git", rev = "develop"}
 
 # mira-simpeg = {version = ">=0.25.0.2a, 0.25.0.*", source="pypi", allow-prereleases = true, extras = ["dask"]}
-mira-simpeg = {git = "https://github.com/MiraGeoscience/simpeg.git", rev = "GEOPY-2880", extras = ["dask"]}
+mira-simpeg = {git = "https://github.com/MiraGeoscience/simpeg.git", rev = "develop", extras = ["dask"]}
 
 ## about pip dependencies
 # to be specified to work with conda-lock
diff --git a/simpeg_drivers-assets/uijson/borehole_tdem_forward.ui.json b/simpeg_drivers-assets/uijson/borehole_tdem_forward.ui.json
index 5e6ac4c73..dacb53101 100644
--- a/simpeg_drivers-assets/uijson/borehole_tdem_forward.ui.json
+++ b/simpeg_drivers-assets/uijson/borehole_tdem_forward.ui.json
@@ -58,21 +58,21 @@
         ],
         "value": "Airborne dB/dt (V/Am^4)"
     },
-    "A_channel_bool": {
+    "a_channel_bool": {
         "group": "Survey",
         "main": true,
         "label": "A-component",
         "tooltip": "Axial (A) component parallel to the hole trace.\nPositive upward along the hole trace",
         "value": true
     },
-    "U_channel_bool": {
+    "u_channel_bool": {
         "group": "Survey",
         "main": true,
         "label": "U-component",
         "tooltip": "Perpendicular (U) component of the magnetic data.\nPositive upward in the hole dip direction",
         "value": true
     },
-    "V_channel_bool": {
+    "v_channel_bool": {
         "group": "Survey",
         "main": true,
         "label": "V-component",
diff --git a/simpeg_drivers-assets/uijson/borehole_tdem_inversion.ui.json b/simpeg_drivers-assets/uijson/borehole_tdem_inversion.ui.json
index 83c4db3f6..d211c2c48 100644
--- a/simpeg_drivers-assets/uijson/borehole_tdem_inversion.ui.json
+++ b/simpeg_drivers-assets/uijson/borehole_tdem_inversion.ui.json
@@ -58,7 +58,7 @@
         ],
         "value": "Airborne dB/dt (V/Am^4)"
     },
-    "A_channel": {
+    "a_channel": {
         "association": [
             "Cell",
             "Vertex"
@@ -74,7 +74,7 @@
         "enabled": true,
         "value": ""
     },
-    "A_uncertainty": {
+    "a_uncertainty": {
         "association": [
             "Cell",
             "Vertex"
@@ -85,11 +85,11 @@
         "main": true,
         "label": "Uncertainty",
         "parent": "data_object",
-        "dependency": "A_channel",
+        "dependency": "a_channel",
         "dependencyType": "enabled",
         "value": ""
     },
-    "U_channel": {
+    "u_channel": {
         "association": [
             "Cell",
             "Vertex"
@@ -105,7 +105,7 @@
         "enabled": false,
         "value": ""
     },
-    "U_uncertainty": {
+    "u_uncertainty": {
         "association": [
             "Cell",
             "Vertex"
@@ -116,11 +116,11 @@
         "main": true,
         "label": "Uncertainty",
         "parent": "data_object",
-        "dependency": "U_channel",
+        "dependency": "u_channel",
         "dependencyType": "enabled",
         "value": ""
     },
-    "V_channel": {
+    "v_channel": {
         "association": [
             "Cell",
             "Vertex"
@@ -136,7 +136,7 @@
         "enabled": false,
         "value": ""
     },
-    "V_uncertainty": {
+    "v_uncertainty": {
         "association": [
             "Cell",
             "Vertex"
@@ -147,7 +147,7 @@
         "main": true,
         "label": "Uncertainty",
         "parent": "data_object",
-        "dependency": "V_channel",
+        "dependency": "v_channel",
         "dependencyType": "enabled",
         "value": ""
     },
diff --git a/simpeg_drivers/components/factories/receiver_factory.py b/simpeg_drivers/components/factories/receiver_factory.py
index efb8028f1..1a0423081 100644
--- a/simpeg_drivers/components/factories/receiver_factory.py
+++ b/simpeg_drivers/components/factories/receiver_factory.py
@@ -38,9 +38,9 @@
     "vertical": "z",
     "inline": "y",
     "crossline": "x",
-    "A": "y",
-    "U": "z",
-    "V": "x",
+    "a": "y",
+    "u": "z",
+    "v": "x",
 }
 
 
diff --git a/simpeg_drivers/electromagnetics/borehole_time_domain/options.py b/simpeg_drivers/electromagnetics/borehole_time_domain/options.py
index 4bcb4feba..7902009bf 100644
--- a/simpeg_drivers/electromagnetics/borehole_time_domain/options.py
+++ b/simpeg_drivers/electromagnetics/borehole_time_domain/options.py
@@ -34,9 +34,9 @@ class BoreholeTDEMForwardOptions(BaseTDEMOptions, BaseForwardOptions):
     """
     Time Domain Electromagnetic forward options for borehole surveys.
 
-    :param A_channel_bool: In-line (A) data channel boolean.
-    :param U_channel_bool: Vertical (U) data channel boolean.
-    :param V_channel_bool: Cross-line (V) data channel boolean.
+    :param a_channel_bool: In-line (A) data channel boolean.
+    :param u_channel_bool: Vertical (U) data channel boolean.
+    :param v_channel_bool: Cross-line (V) data channel boolean.
     """
 
     name: ClassVar[str] = "Borehole TDEM Forward"
@@ -56,9 +56,9 @@ class BoreholeTDEMForwardOptions(BaseTDEMOptions, BaseForwardOptions):
         | AirborneTEMReceivers
     )
     receivers_orientation: PropertyGroup | None = None
-    A_channel_bool: bool = False
-    U_channel_bool: bool = False
-    V_channel_bool: bool = False
+    a_channel_bool: bool = False
+    u_channel_bool: bool = False
+    v_channel_bool: bool = False
 
     models: ConductivityModelOptions
 
@@ -67,12 +67,12 @@ class BoreholeTDEMInversionOptions(BaseTDEMOptions, BaseInversionOptions):
     """
     Time Domain Electromagnetic Inversion options for borehole surveys.
 
-    :param U_channel: Vertical (U) component data channel.
-    :param U_uncertainty: Vertical (U) component data channel uncertainty.
-    :param A_channel: In-line (A) data channel.
-    :param A_uncertainty: In-line (A) data channel uncertainty.
-    :param V_channel: Cross-line (V) data channel.
-    :param V_uncertainty: Cross-line(V) data channel uncertainty.
+    :param u_channel: Vertical (U) component data channel.
+    :param u_uncertainty: Vertical (U) component data channel uncertainty.
+    :param a_channel: In-line (A) data channel.
+    :param a_uncertainty: In-line (A) data channel uncertainty.
+    :param v_channel: Cross-line (V) data channel.
+    :param v_uncertainty: Cross-line(V) data channel uncertainty.
     """
 
     name: ClassVar[str] = "Borehole TDEM Inversion"
@@ -91,11 +91,11 @@ class BoreholeTDEMInversionOptions(BaseTDEMOptions, BaseInversionOptions):
         | AirborneTEMReceivers
     )
     receivers_orientation: PropertyGroup | None = None
-    U_channel: PropertyGroup | None = None
-    U_uncertainty: PropertyGroup | None = None
-    A_channel: PropertyGroup | None = None
-    A_uncertainty: PropertyGroup | None = None
-    V_channel: PropertyGroup | None = None
-    V_uncertainty: PropertyGroup | None = None
+    u_channel: PropertyGroup | None = None
+    u_uncertainty: PropertyGroup | None = None
+    a_channel: PropertyGroup | None = None
+    a_uncertainty: PropertyGroup | None = None
+    v_channel: PropertyGroup | None = None
+    v_uncertainty: PropertyGroup | None = None
 
     models: ConductivityModelOptions
diff --git a/tests/run_tests/driver_borehole_tem_test.py b/tests/run_tests/driver_borehole_tem_test.py
new file mode 100644
index 000000000..389cff256
--- /dev/null
+++ b/tests/run_tests/driver_borehole_tem_test.py
@@ -0,0 +1,307 @@
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2023-2026 Mira Geoscience Ltd.                                     '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+
+from __future__ import annotations
+
+import re
+from logging import INFO, getLogger
+from pathlib import Path
+
+import numpy as np
+from geoapps_utils.modelling.plates import PlateModel
+from geoh5py.workspace import Workspace
+from pymatsolver.direct import Mumps
+
+from simpeg_drivers.electromagnetics.time_domain.forward import (
+    TDEMForwardDriver,
+    TDEMForwardOptions,
+)
+from simpeg_drivers.electromagnetics.time_domain.inversion import (
+    TDEMInversionDriver,
+    TDEMInversionOptions,
+)
+from simpeg_drivers.utils.synthetics.driver import (
+    SyntheticsComponents,
+)
+from simpeg_drivers.utils.synthetics.options import (
+    MeshOptions,
+    ModelOptions,
+    SurveyOptions,
+    SyntheticsComponentsOptions,
+)
+from tests.utils.targets import check_target, get_inversion_output, get_workspace
+
+
+logger = getLogger(__name__)
+
+
+# To test the full run and validate the inversion.
+# Move this file out of the test directory and run.
+
+target_run = {"data_norm": 1.8460e-11, "phi_d": 3.0390e01, "phi_m": 2.0320e04}
+
+
+def test_tiling_ground_tem(
+    tmp_path: Path,
+    *,
+    n_grid_points=4,
+    cell_size=(20.0, 20.0, 20.0),
+    refinement=(2,),
+    **_,
+):
+    # Run the forward
+    opts = SyntheticsComponentsOptions(
+        method="ground tdem",
+        refine_plate=True,
+        survey=SurveyOptions(
+            n_stations=n_grid_points,
+            n_lines=n_grid_points,
+            drape=5.0,
+            topography=lambda x, y: np.zeros(x.shape),
+            name="ground_tdem_survey",
+        ),
+        mesh=MeshOptions(
+            u_cell_size=cell_size[0],
+            v_cell_size=cell_size[1],
+            w_cell_size=cell_size[2],
+            survey_refinement=list(refinement),
+            topography_refinement=[0, 0, 1],
+            plate_refinement=[1],
+            padding_distance=1000.0,
+        ),
+        model=ModelOptions(
+            background=0.001,
+            plate=PlateModel(
+                strike_length=40.0,
+                dip_length=40.0,
+                width=40.0,
+                easting=0.0,
+                northing=0.0,
+                elevation=-50.0,
+            ),
+        ),
+    )
+    with get_workspace(tmp_path / "inversion_test.ui.geoh5") as geoh5:
+        components = SyntheticsComponents(geoh5, options=opts)
+        params = TDEMForwardOptions.build(
+            geoh5=geoh5,
+            mesh=components.mesh,
+            topography_object=components.topography,
+            data_object=components.survey,
+            starting_model=components.model,
+            x_channel_bool=True,
+            y_channel_bool=True,
+            z_channel_bool=True,
+            tile_spatial=4,
+            solver_type="Mumps",
+        )
+    fwr_driver = TDEMForwardDriver(params)
+
+    with geoh5.open():
+        tiles = fwr_driver.get_tiles()
+
+    assert len(tiles[None]) == 4
+
+    for tile in tiles[None]:
+        assert len(np.unique(components.survey.tx_id_property.values[tile])) == 1
+
+    fwr_driver.run()
+
+
+def test_ground_tem_fwr_run(
+    tmp_path: Path,
+    caplog,
+    n_grid_points=4,
+    refinement=(2,),
+    cell_size=(20.0, 20.0, 20.0),
+    pytest=True,
+):
+    if pytest and caplog:
+        caplog.set_level(INFO)
+    # Run the forward
+    opts = SyntheticsComponentsOptions(
+        method="ground tdem",
+        refine_plate=True,
+        survey=SurveyOptions(
+            n_stations=n_grid_points,
+            n_lines=n_grid_points,
+            drape=5.0,
+            topography=lambda x, y: np.zeros(x.shape),
+        ),
+        mesh=MeshOptions(
+            u_cell_size=cell_size[0],
+            v_cell_size=cell_size[1],
+            w_cell_size=cell_size[2],
+            survey_refinement=list(refinement),
+            topography_refinement=[0, 0, 1],
+            plate_refinement=[1],
+            padding_distance=1000.0,
+        ),
+        model=ModelOptions(
+            background=0.001,
+            plate=PlateModel(
+                strike_length=40.0,
+                dip_length=40.0,
+                width=40.0,
+                easting=0.0,
+                northing=0.0,
+                elevation=-50.0,
+            ),
+        ),
+    )
+    with get_workspace(tmp_path / "inversion_test.ui.geoh5") as geoh5:
+        components = SyntheticsComponents(geoh5, options=opts)
+        components.survey.transmitters.remove_cells([15])
+        params = TDEMForwardOptions.build(
+            geoh5=geoh5,
+            mesh=components.mesh,
+            topography_object=components.topography,
+            data_object=components.survey,
+            starting_model=components.model,
+            x_channel_bool=True,
+            y_channel_bool=True,
+            z_channel_bool=True,
+            data_units="Ground B (T/A)",
+            solver_type="Mumps",
+        )
+
+    fwr_driver = TDEMForwardDriver(params)
+
+    assert fwr_driver.out_group is not None
+    with components.survey.workspace.open():
+        components.survey.tx_id_property.name = "tx_id"
+        assert fwr_driver.inversion_data.survey.source_list[0].n_segments == 16
+
+    if pytest and caplog:
+        loop_warnings = [
+            k
+            for k in caplog.records
+            if re.match(r"Loop \d+ modified", k.message) is not None
+        ]
+        assert len(loop_warnings) == 2
+        for record in loop_warnings:
+            assert record.levelname == "INFO"
+            assert "counter-clockwise" in record.message
+
+        assert "closed" in loop_warnings[0].message
+
+        assert (
+            fwr_driver.data_misfit.objfcts[0].simulation.simulations[0].solver == Mumps
+        )
+    fwr_driver.run()
+
+
+def test_ground_tem_run(tmp_path: Path, max_iterations=1, pytest=True):
+    workpath = tmp_path / "inversion_test.ui.geoh5"
+    if pytest:
+        workpath = (
+            tmp_path.parent / "test_ground_tem_fwr_run0" / "inversion_test.ui.geoh5"
+        )
+
+    with Workspace(workpath) as geoh5:
+        components = SyntheticsComponents(geoh5)
+        data = {}
+        uncertainties = {}
+        channels = {
+            "vertical": "vertical",
+        }
+
+        for chan, cname in channels.items():
+            data[cname] = []
+            uncertainties[f"{cname} uncertainties"] = []
+            for ii, _ in enumerate(components.survey.channels):
+                data_entity = geoh5.get_entity(f"Iteration_0_{chan}_[{ii}]")[0].copy(
+                    parent=components.survey
+                )
+                data[cname].append(data_entity)
+
+                uncert = components.survey.add_data(
+                    {
+                        f"uncertainty_{chan}_[{ii}]": {
+                            "values": np.ones_like(data_entity.values)
+                            * np.median(np.abs(data_entity.values))
+                            / 2.0
+                        }
+                    }
+                )
+                uncertainties[f"{cname} uncertainties"].append(uncert)
+
+        components.survey.add_components_data(data)
+        components.survey.add_components_data(uncertainties)
+
+        data_kwargs = {}
+        for chan in channels:
+            data_kwargs[f"{chan}_channel"] = components.survey.fetch_property_group(
+                name="vertical"
+            )
+            data_kwargs[f"{chan}_uncertainty"] = components.survey.fetch_property_group(
+                name="vertical uncertainties"
+            )
+
+        orig_dBzdt = geoh5.get_entity("Iteration_0_vertical_[0]")[0].values
+
+        # Run the inverse
+        params = TDEMInversionOptions.build(
+            geoh5=geoh5,
+            mesh=components.mesh,
+            topography_object=components.topography,
+            data_object=components.survey,
+            starting_model=1e-3,
+            reference_model=1e-3,
+            chi_factor=0.1,
+            s_norm=2.0,
+            x_norm=2.0,
+            y_norm=2.0,
+            z_norm=2.0,
+            alpha_s=0e-1,
+            lower_bound=2e-6,
+            upper_bound=1e2,
+            max_global_iterations=max_iterations,
+            initial_beta_ratio=1e1,
+            cooling_rate=2,
+            max_cg_iterations=200,
+            percentile=100,
+            solver_type="Mumps",
+            data_units="Ground B (T/A)",
+            **data_kwargs,
+        )
+        params.write_ui_json(path=tmp_path / "Inv_run.ui.json")
+
+    driver = TDEMInversionDriver(params)
+    driver.run()
+
+    with geoh5.open() as run_ws:
+        output = get_inversion_output(
+            driver.params.geoh5.h5file, driver.params.out_group.uid
+        )
+        assert driver.inversion_data.entity.tx_id_property.name == "tx_id"
+        output["data"] = orig_dBzdt
+        if pytest:
+            check_target(output, target_run)
+            nan_ind = np.isnan(run_ws.get_entity("Iteration_0_model")[0].values)
+            inactive_ind = run_ws.get_entity("active_cells")[0].values == 0
+            assert np.all(nan_ind == inactive_ind)
+
+
+if __name__ == "__main__":
+    # Full run
+    test_ground_tem_fwr_run(
+        Path("./"),
+        None,
+        n_grid_points=5,
+        refinement=(2, 2, 2),
+        cell_size=(5.0, 5.0, 5.0),
+        pytest=False,
+    )
+    test_ground_tem_run(
+        Path("./"),
+        max_iterations=15,
+        pytest=False,
+    )

From d7200ace65c5de3696e2c93c1563a31578adb340 Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Wed, 26 Aug 2026 12:49:48 -0700
Subject: [PATCH 08/20] Clean up some imports

---
 simpeg_drivers/components/data.py                     | 1 -
 simpeg_drivers/components/factories/source_factory.py | 6 ++----
 2 files changed, 2 insertions(+), 5 deletions(-)

diff --git a/simpeg_drivers/components/data.py b/simpeg_drivers/components/data.py
index 630994a9e..73b9c6f05 100644
--- a/simpeg_drivers/components/data.py
+++ b/simpeg_drivers/components/data.py
@@ -33,7 +33,6 @@
 if TYPE_CHECKING:
     from geoh5py.workspace import Workspace
 
-    from simpeg_drivers.components.meshes import InversionMesh
     from simpeg_drivers.options import InversionBaseOptions
 
 
diff --git a/simpeg_drivers/components/factories/source_factory.py b/simpeg_drivers/components/factories/source_factory.py
index c9498c146..a67124cfc 100644
--- a/simpeg_drivers/components/factories/source_factory.py
+++ b/simpeg_drivers/components/factories/source_factory.py
@@ -28,15 +28,13 @@
 
 
 if TYPE_CHECKING:
-    from geoapps_utils.driver.params import BaseParams
-
-    from simpeg_drivers.options import BaseOptions
+    from simpeg_drivers.options import CoreOptions
 
 
 class SourcesFactory(SimPEGFactory):
     """Build SimPEG sources objects based on factory type."""
 
-    def __init__(self, params: BaseParams | BaseOptions):
+    def __init__(self, params: CoreOptions):
         """
         :param params: Options object containing SimPEG object parameters.
 

From 7171a25a8719c60a1356ba4d627b120af004d12e Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Wed, 26 Aug 2026 14:14:01 -0700
Subject: [PATCH 09/20] Fix changes to numpy cross

---
 simpeg_drivers/utils/surveys.py | 11 ++++++++---
 1 file changed, 8 insertions(+), 3 deletions(-)

diff --git a/simpeg_drivers/utils/surveys.py b/simpeg_drivers/utils/surveys.py
index b3de3035b..8e7e6b4bd 100644
--- a/simpeg_drivers/utils/surveys.py
+++ b/simpeg_drivers/utils/surveys.py
@@ -57,10 +57,15 @@ def counter_clockwise_sort(segments: np.ndarray, vertices: np.ndarray) -> np.nda
 
     :return: Sorted segments.
     """
-    center = np.mean(vertices[segments[:, 0], :2], axis=0)
-    center_to_vertices = vertices[segments[:, 0], :2] - center[:2]
-    deltas = vertices[segments[:, 1], :2] - vertices[segments[:, 0], :2]
+    center = np.mean(vertices[segments[:, 0], :], axis=0)
+    center_to_vertices = vertices[segments[:, 0], :] - center[:]
+    deltas = vertices[segments[:, 1], :] - vertices[segments[:, 0], :]
+
+    # Turn into a flat 2D problem
+    center_to_vertices[:, -1] = 0
+    deltas[:, -1] = 0
     cross = np.cross(center_to_vertices, deltas)
+    cross = cross[:, -1]  # Only keep the Z component
 
     if np.mean(np.sign(cross[cross != 0])) < 0:
         segments = segments[::-1, ::-1]

From bedfe30ddc6833095f3daa3145700f1cdcae040c Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Wed, 26 Aug 2026 14:16:22 -0700
Subject: [PATCH 10/20] Add dedicated synthetic borehole survey constructor

---
 .../components/factories/receiver_factory.py  |  2 +-
 .../utils/synthetics/surveys/factory.py       | 11 +++--
 .../{airborne_tdem.py => airborne.py}         |  0
 .../surveys/time_domain/borehole.py           | 44 +++++++++++++++++++
 .../time_domain/{ground_tdem.py => ground.py} | 13 +++++-
 tests/plate_simulation/leroi_air/__init__.py  |  2 +-
 6 files changed, 65 insertions(+), 7 deletions(-)
 rename simpeg_drivers/utils/synthetics/surveys/time_domain/{airborne_tdem.py => airborne.py} (100%)
 create mode 100644 simpeg_drivers/utils/synthetics/surveys/time_domain/borehole.py
 rename simpeg_drivers/utils/synthetics/surveys/time_domain/{ground_tdem.py => ground.py} (90%)

diff --git a/simpeg_drivers/components/factories/receiver_factory.py b/simpeg_drivers/components/factories/receiver_factory.py
index 1a0423081..bee4c6de5 100644
--- a/simpeg_drivers/components/factories/receiver_factory.py
+++ b/simpeg_drivers/components/factories/receiver_factory.py
@@ -278,7 +278,7 @@ def validate_orientations(self):
                 azi_dip = np.deg2rad(azi_dip)
 
         elif "borehole" in self.params.inversion_type:
-            azi_dip = azimuth_dip_from_segments(self.params.data_object)
+            azi_dip = azimuth_dip_from_segments(self.params.data_object, reverse=True)
 
         if azi_dip is not None:
             orientations = {}
diff --git a/simpeg_drivers/utils/synthetics/surveys/factory.py b/simpeg_drivers/utils/synthetics/surveys/factory.py
index ef86c809a..a3af9f860 100644
--- a/simpeg_drivers/utils/synthetics/surveys/factory.py
+++ b/simpeg_drivers/utils/synthetics/surveys/factory.py
@@ -22,8 +22,9 @@
 from .natural_sources.apparent_conductivity import generate_apparent_conductivity_survey
 from .natural_sources.magnetotellurics import generate_magnetotellurics_survey
 from .natural_sources.tipper import generate_tipper_survey
-from .time_domain.airborne_tdem import generate_airborne_tdem_survey
-from .time_domain.ground_tdem import generate_tdem_survey
+from .time_domain.airborne import generate_airborne_tdem_survey
+from .time_domain.borehole import generate_borehole_tdem_survey
+from .time_domain.ground import generate_tdem_survey
 
 
 def grid_layout(
@@ -102,11 +103,13 @@ def get_survey(
             return generate_airborne_tdem_survey(
                 geoh5, grid_x, grid_y, grid_z, name=options.name
             )
-        else:
-            return generate_tdem_survey(
+        elif "borehole" in method:
+            return generate_borehole_tdem_survey(
                 geoh5, grid_x, grid_y, grid_z, name=options.name
             )
 
+        return generate_tdem_survey(geoh5, grid_x, grid_y, grid_z, name=options.name)
+
     return Points.create(
         geoh5,
         vertices=np.column_stack(
diff --git a/simpeg_drivers/utils/synthetics/surveys/time_domain/airborne_tdem.py b/simpeg_drivers/utils/synthetics/surveys/time_domain/airborne.py
similarity index 100%
rename from simpeg_drivers/utils/synthetics/surveys/time_domain/airborne_tdem.py
rename to simpeg_drivers/utils/synthetics/surveys/time_domain/airborne.py
diff --git a/simpeg_drivers/utils/synthetics/surveys/time_domain/borehole.py b/simpeg_drivers/utils/synthetics/surveys/time_domain/borehole.py
new file mode 100644
index 000000000..bc5fd7722
--- /dev/null
+++ b/simpeg_drivers/utils/synthetics/surveys/time_domain/borehole.py
@@ -0,0 +1,44 @@
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2023-2026 Mira Geoscience Ltd.                                     '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+
+import numpy as np
+from geoapps_utils.utils.transformations import y_rotation_matrix
+from geoh5py import Workspace
+from geoh5py.objects import (
+    LargeLoopGroundTEMReceivers,
+)
+
+from simpeg_drivers.utils.synthetics.surveys.time_domain import CHANNELS, WAVEFORM
+from simpeg_drivers.utils.synthetics.surveys.time_domain.ground import (
+    generate_tdem_survey,
+)
+
+
+def generate_borehole_tdem_survey(
+    geoh5: Workspace,
+    X: np.ndarray,
+    Y: np.ndarray,
+    Z: np.ndarray,
+    channels: np.ndarray = CHANNELS,
+    waveform: np.ndarray = WAVEFORM,
+    name: str = "survey",
+) -> LargeLoopGroundTEMReceivers:
+    """Create a large loop TDEM survey object from survey grid locations."""
+
+    survey = generate_tdem_survey(
+        geoh5, X, Y, Z, channels=channels, waveform=waveform, name=name
+    )
+
+    center = survey.vertices[0, :]
+    survey.vertices = (
+        y_rotation_matrix(np.pi / 2) @ (survey.vertices - center).T
+    ).T + center
+
+    return survey
diff --git a/simpeg_drivers/utils/synthetics/surveys/time_domain/ground_tdem.py b/simpeg_drivers/utils/synthetics/surveys/time_domain/ground.py
similarity index 90%
rename from simpeg_drivers/utils/synthetics/surveys/time_domain/ground_tdem.py
rename to simpeg_drivers/utils/synthetics/surveys/time_domain/ground.py
index 5421e9d2c..582749a0a 100644
--- a/simpeg_drivers/utils/synthetics/surveys/time_domain/ground_tdem.py
+++ b/simpeg_drivers/utils/synthetics/surveys/time_domain/ground.py
@@ -10,6 +10,7 @@
 
 import numpy as np
 from geoapps_utils.utils.locations import gaussian
+from geoapps_utils.utils.transformations import y_rotation_matrix
 from geoh5py import Workspace
 from geoh5py.objects import (
     LargeLoopGroundTEMReceivers,
@@ -95,7 +96,17 @@ def generate_tdem_survey(
         name=f"{name}_tx",
     )
     transmitters.tx_id_property = transmitters.parts + 1
-    survey = LargeLoopGroundTEMReceivers.create(geoh5, name=name, vertices=vertices)
+
+    cells = []
+    count = 0
+    for _ in range(X.shape[0]):
+        inds = np.arange(count, count + X.shape[1] - 1)
+        cells.append(np.c_[inds, inds + 1])
+        count += X.shape[1]
+
+    survey = LargeLoopGroundTEMReceivers.create(
+        geoh5, name=name, vertices=vertices, cells=np.vstack(cells)
+    )
     survey.transmitters = transmitters
     survey.tx_id_property = np.hstack(loop_id)
 
diff --git a/tests/plate_simulation/leroi_air/__init__.py b/tests/plate_simulation/leroi_air/__init__.py
index 94728ad80..b8f4cca56 100644
--- a/tests/plate_simulation/leroi_air/__init__.py
+++ b/tests/plate_simulation/leroi_air/__init__.py
@@ -17,7 +17,7 @@
     LeroiAirOptions,
     SurveyOptions,
 )
-from simpeg_drivers.utils.synthetics.surveys.time_domain.airborne_tdem import (
+from simpeg_drivers.utils.synthetics.surveys.time_domain.airborne import (
     generate_airborne_tdem_survey,
 )
 

From 11835d74525cb040a9c31aa5d6cde7e1bc5598c3 Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Fri, 28 Aug 2026 10:44:08 -0500
Subject: [PATCH 11/20] Add orientation of receivers if not supplied

---
 .../components/factories/entity_factory.py    | 40 +++++++++++++++++++
 1 file changed, 40 insertions(+)

diff --git a/simpeg_drivers/components/factories/entity_factory.py b/simpeg_drivers/components/factories/entity_factory.py
index fa3e0620f..314040770 100644
--- a/simpeg_drivers/components/factories/entity_factory.py
+++ b/simpeg_drivers/components/factories/entity_factory.py
@@ -18,6 +18,9 @@
 
 import numpy as np
 from geoapps_utils.utils.importing import GeoAppsError
+from geoapps_utils.utils.locations import azimuth_dip_from_segments
+from geoapps_utils.utils.transformations import x_rotation_matrix, z_rotation_matrix
+from geoh5py.groups import PropertyGroup
 from geoh5py.objects import (
     CurrentElectrode,
     Curve,
@@ -96,8 +99,45 @@ def _build(self, inversion_data: InversionData):
                 if tx_freq:
                     tx_freq[0].copy(parent=entity.transmitters)
 
+            if "borehole" in self.params.inversion_type:
+                if property_group := self.params.receivers_orientation is not None:
+                    property_group.copy(parent=entity)
+                else:
+                    self._add_auv_data_groups(entity)
+
         return entity
 
+    @staticmethod
+    def _add_auv_data_groups(entity: Curve):
+        """
+        Compute the segments orientation and add A, U and V vector data
+        to the entity.
+
+        :param entity: Curve entity
+        """
+        azi_dip = azimuth_dip_from_segments(entity, reverse=True)
+
+        for ind, comp in enumerate("vau"):
+            vector = np.zeros((azi_dip.shape[0], 3))
+            vector[:, ind] = 1
+            vector = (
+                z_rotation_matrix(-azi_dip[:, 0])
+                * (x_rotation_matrix(-azi_dip[:, 1]) * vector.flatten())
+            ).reshape((-1, 3))
+            vec_data = entity.add_data(
+                {
+                    f"{comp}_x": {"values": vector[:, 0]},
+                    f"{comp}_y": {"values": vector[:, 1]},
+                    f"{comp}_z": {"values": vector[:, 2]},
+                }
+            )
+            PropertyGroup(
+                entity,
+                property_group_type="3D vector",
+                name=f"{comp}_ori".capitalize(),
+                properties=vec_data,
+            )
+
     @staticmethod
     def _prune_from_indices(curve: Curve, cell_indices: np.ndarray):
         cells = curve.cells[cell_indices]

From e23ecd9e4db3ad222822966b2e40aa2b40b9d048 Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Fri, 28 Aug 2026 10:48:55 -0500
Subject: [PATCH 12/20] Allow to specify number of transmitter loop in
 synthetic ground EM

---
 .../components/factories/receiver_factory.py  |  2 +-
 .../borehole_time_domain/options.py           |  4 ++--
 .../surveys/time_domain/borehole.py           |  2 +-
 .../synthetics/surveys/time_domain/ground.py  | 22 ++++++++-----------
 4 files changed, 13 insertions(+), 17 deletions(-)

diff --git a/simpeg_drivers/components/factories/receiver_factory.py b/simpeg_drivers/components/factories/receiver_factory.py
index bee4c6de5..90ee1098b 100644
--- a/simpeg_drivers/components/factories/receiver_factory.py
+++ b/simpeg_drivers/components/factories/receiver_factory.py
@@ -29,7 +29,7 @@
 
 from simpeg_drivers.components.factories.simpeg_factory import SimPEGFactory
 from simpeg_drivers.options import CoreOptions
-from simpeg_drivers.utils.regularization import direction_and_dip, get_cell_normals
+from simpeg_drivers.utils.regularization import get_cell_normals
 
 
 ORIENTATION_MAP = {
diff --git a/simpeg_drivers/electromagnetics/borehole_time_domain/options.py b/simpeg_drivers/electromagnetics/borehole_time_domain/options.py
index 7902009bf..5268c887f 100644
--- a/simpeg_drivers/electromagnetics/borehole_time_domain/options.py
+++ b/simpeg_drivers/electromagnetics/borehole_time_domain/options.py
@@ -91,10 +91,10 @@ class BoreholeTDEMInversionOptions(BaseTDEMOptions, BaseInversionOptions):
         | AirborneTEMReceivers
     )
     receivers_orientation: PropertyGroup | None = None
-    u_channel: PropertyGroup | None = None
-    u_uncertainty: PropertyGroup | None = None
     a_channel: PropertyGroup | None = None
     a_uncertainty: PropertyGroup | None = None
+    u_channel: PropertyGroup | None = None
+    u_uncertainty: PropertyGroup | None = None
     v_channel: PropertyGroup | None = None
     v_uncertainty: PropertyGroup | None = None
 
diff --git a/simpeg_drivers/utils/synthetics/surveys/time_domain/borehole.py b/simpeg_drivers/utils/synthetics/surveys/time_domain/borehole.py
index bc5fd7722..43ccd9afa 100644
--- a/simpeg_drivers/utils/synthetics/surveys/time_domain/borehole.py
+++ b/simpeg_drivers/utils/synthetics/surveys/time_domain/borehole.py
@@ -33,7 +33,7 @@ def generate_borehole_tdem_survey(
     """Create a large loop TDEM survey object from survey grid locations."""
 
     survey = generate_tdem_survey(
-        geoh5, X, Y, Z, channels=channels, waveform=waveform, name=name
+        geoh5, X, Y, Z, channels=channels, waveform=waveform, name=name, n_loops=1
     )
 
     center = survey.vertices[0, :]
diff --git a/simpeg_drivers/utils/synthetics/surveys/time_domain/ground.py b/simpeg_drivers/utils/synthetics/surveys/time_domain/ground.py
index 582749a0a..5472b7697 100644
--- a/simpeg_drivers/utils/synthetics/surveys/time_domain/ground.py
+++ b/simpeg_drivers/utils/synthetics/surveys/time_domain/ground.py
@@ -28,6 +28,7 @@ def generate_tdem_survey(
     channels: np.ndarray = CHANNELS,
     waveform: np.ndarray = WAVEFORM,
     name: str = "survey",
+    n_loops: int = 2,
 ) -> LargeLoopGroundTEMReceivers:
     """Create a large loop TDEM survey object from survey grid locations."""
 
@@ -36,19 +37,15 @@ def generate_tdem_survey(
     center = np.mean(vertices, axis=0)
     if flatten:
         center[2] -= np.mean(Z)
-    n_lines = X.shape[0]
+
+    x_blocks = np.array_split(X, n_loops, axis=0)
+    y_blocks = np.array_split(Y, n_loops, axis=0)
+    z_blocks = np.array_split(Z, n_loops, axis=0)
     arrays = [
-        np.c_[
-            X[: int(n_lines / 2), :].flatten(),
-            Y[: int(n_lines / 2), :].flatten(),
-            Z[: int(n_lines / 2), :].flatten(),
-        ],
-        np.c_[
-            X[int(n_lines / 2) :, :].flatten(),
-            Y[int(n_lines / 2) :, :].flatten(),
-            Z[int(n_lines / 2) :, :].flatten(),
-        ],
+        np.c_[x.flatten(), y.flatten(), z.flatten()]
+        for x, y, z in zip(x_blocks, y_blocks, z_blocks, strict=True)
     ]
+
     loops = []
     loop_cells = []
     loop_id = []
@@ -83,8 +80,7 @@ def generate_tdem_survey(
             if flatten
             else gaussian(loop[:, 0], loop[:, 1], amplitude=50.0, width=100.0)
         )
-        loop = np.c_[loop, elevation]
-        loops += [loop + np.asarray(center)]
+        loops += [np.c_[loop, elevation]]
         loop_cells += [np.c_[np.arange(15) + count, np.arange(15) + count + 1]]
         loop_cells += [np.c_[count + 15, count]]
         count += 16

From 5b5cb56d0c5d161614e9c399c6a13d8f15fceae4 Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Fri, 28 Aug 2026 11:04:04 -0500
Subject: [PATCH 13/20] Add unit test for borehole TEM

---
 tests/run_tests/driver_borehole_tem_test.py | 179 +++++---------------
 1 file changed, 45 insertions(+), 134 deletions(-)

diff --git a/tests/run_tests/driver_borehole_tem_test.py b/tests/run_tests/driver_borehole_tem_test.py
index 389cff256..66ef501de 100644
--- a/tests/run_tests/driver_borehole_tem_test.py
+++ b/tests/run_tests/driver_borehole_tem_test.py
@@ -10,7 +10,6 @@
 
 from __future__ import annotations
 
-import re
 from logging import INFO, getLogger
 from pathlib import Path
 
@@ -19,13 +18,13 @@
 from geoh5py.workspace import Workspace
 from pymatsolver.direct import Mumps
 
-from simpeg_drivers.electromagnetics.time_domain.forward import (
-    TDEMForwardDriver,
-    TDEMForwardOptions,
+from simpeg_drivers.electromagnetics.borehole_time_domain.forward import (
+    BoreholeTDEMForwardDriver,
+    BoreholeTDEMForwardOptions,
 )
-from simpeg_drivers.electromagnetics.time_domain.inversion import (
-    TDEMInversionDriver,
-    TDEMInversionOptions,
+from simpeg_drivers.electromagnetics.borehole_time_domain.inversion import (
+    BoreholeTDEMInversionDriver,
+    BoreholeTDEMInversionOptions,
 )
 from simpeg_drivers.utils.synthetics.driver import (
     SyntheticsComponents,
@@ -45,77 +44,10 @@
 # To test the full run and validate the inversion.
 # Move this file out of the test directory and run.
 
-target_run = {"data_norm": 1.8460e-11, "phi_d": 3.0390e01, "phi_m": 2.0320e04}
+target_run = {"data_norm": 6.3414e-11, "phi_d": 1.1820e04, "phi_m": 9.7920e02}
 
 
-def test_tiling_ground_tem(
-    tmp_path: Path,
-    *,
-    n_grid_points=4,
-    cell_size=(20.0, 20.0, 20.0),
-    refinement=(2,),
-    **_,
-):
-    # Run the forward
-    opts = SyntheticsComponentsOptions(
-        method="ground tdem",
-        refine_plate=True,
-        survey=SurveyOptions(
-            n_stations=n_grid_points,
-            n_lines=n_grid_points,
-            drape=5.0,
-            topography=lambda x, y: np.zeros(x.shape),
-            name="ground_tdem_survey",
-        ),
-        mesh=MeshOptions(
-            u_cell_size=cell_size[0],
-            v_cell_size=cell_size[1],
-            w_cell_size=cell_size[2],
-            survey_refinement=list(refinement),
-            topography_refinement=[0, 0, 1],
-            plate_refinement=[1],
-            padding_distance=1000.0,
-        ),
-        model=ModelOptions(
-            background=0.001,
-            plate=PlateModel(
-                strike_length=40.0,
-                dip_length=40.0,
-                width=40.0,
-                easting=0.0,
-                northing=0.0,
-                elevation=-50.0,
-            ),
-        ),
-    )
-    with get_workspace(tmp_path / "inversion_test.ui.geoh5") as geoh5:
-        components = SyntheticsComponents(geoh5, options=opts)
-        params = TDEMForwardOptions.build(
-            geoh5=geoh5,
-            mesh=components.mesh,
-            topography_object=components.topography,
-            data_object=components.survey,
-            starting_model=components.model,
-            x_channel_bool=True,
-            y_channel_bool=True,
-            z_channel_bool=True,
-            tile_spatial=4,
-            solver_type="Mumps",
-        )
-    fwr_driver = TDEMForwardDriver(params)
-
-    with geoh5.open():
-        tiles = fwr_driver.get_tiles()
-
-    assert len(tiles[None]) == 4
-
-    for tile in tiles[None]:
-        assert len(np.unique(components.survey.tx_id_property.values[tile])) == 1
-
-    fwr_driver.run()
-
-
-def test_ground_tem_fwr_run(
+def test_borehole_tem_fwr_run(
     tmp_path: Path,
     caplog,
     n_grid_points=4,
@@ -127,10 +59,10 @@ def test_ground_tem_fwr_run(
         caplog.set_level(INFO)
     # Run the forward
     opts = SyntheticsComponentsOptions(
-        method="ground tdem",
+        method="borehole tdem",
         refine_plate=True,
         survey=SurveyOptions(
-            n_stations=n_grid_points,
+            n_stations=n_grid_points * 2,
             n_lines=n_grid_points,
             drape=5.0,
             topography=lambda x, y: np.zeros(x.shape),
@@ -150,59 +82,36 @@ def test_ground_tem_fwr_run(
                 strike_length=40.0,
                 dip_length=40.0,
                 width=40.0,
-                easting=0.0,
+                easting=-40.0,
                 northing=0.0,
-                elevation=-50.0,
+                elevation=-75.0,
             ),
         ),
     )
     with get_workspace(tmp_path / "inversion_test.ui.geoh5") as geoh5:
         components = SyntheticsComponents(geoh5, options=opts)
-        components.survey.transmitters.remove_cells([15])
-        params = TDEMForwardOptions.build(
+        params = BoreholeTDEMForwardOptions.build(
             geoh5=geoh5,
             mesh=components.mesh,
             topography_object=components.topography,
             data_object=components.survey,
             starting_model=components.model,
-            x_channel_bool=True,
-            y_channel_bool=True,
-            z_channel_bool=True,
-            data_units="Ground B (T/A)",
+            a_channel_bool=True,
+            u_channel_bool=True,
+            v_channel_bool=True,
             solver_type="Mumps",
+            data_units="Ground B (T/A)",
         )
 
-    fwr_driver = TDEMForwardDriver(params)
-
-    assert fwr_driver.out_group is not None
-    with components.survey.workspace.open():
-        components.survey.tx_id_property.name = "tx_id"
-        assert fwr_driver.inversion_data.survey.source_list[0].n_segments == 16
-
-    if pytest and caplog:
-        loop_warnings = [
-            k
-            for k in caplog.records
-            if re.match(r"Loop \d+ modified", k.message) is not None
-        ]
-        assert len(loop_warnings) == 2
-        for record in loop_warnings:
-            assert record.levelname == "INFO"
-            assert "counter-clockwise" in record.message
-
-        assert "closed" in loop_warnings[0].message
-
-        assert (
-            fwr_driver.data_misfit.objfcts[0].simulation.simulations[0].solver == Mumps
-        )
+    fwr_driver = BoreholeTDEMForwardDriver(params)
     fwr_driver.run()
 
 
-def test_ground_tem_run(tmp_path: Path, max_iterations=1, pytest=True):
+def test_borehole_tem_run(tmp_path: Path, max_iterations=1, pytest=True):
     workpath = tmp_path / "inversion_test.ui.geoh5"
     if pytest:
         workpath = (
-            tmp_path.parent / "test_ground_tem_fwr_run0" / "inversion_test.ui.geoh5"
+            tmp_path.parent / "test_borehole_tem_fwr_run0" / "inversion_test.ui.geoh5"
         )
 
     with Workspace(workpath) as geoh5:
@@ -210,28 +119,28 @@ def test_ground_tem_run(tmp_path: Path, max_iterations=1, pytest=True):
         data = {}
         uncertainties = {}
         channels = {
-            "vertical": "vertical",
+            "a": "a",
+            "u": "u",
+            "v": "v",
         }
 
-        for chan, cname in channels.items():
-            data[cname] = []
-            uncertainties[f"{cname} uncertainties"] = []
+        for chan in channels:
+            data[chan] = []
+            uncertainties[f"{chan} uncertainties"] = []
             for ii, _ in enumerate(components.survey.channels):
                 data_entity = geoh5.get_entity(f"Iteration_0_{chan}_[{ii}]")[0].copy(
                     parent=components.survey
                 )
-                data[cname].append(data_entity)
+                data[chan].append(data_entity)
 
                 uncert = components.survey.add_data(
                     {
                         f"uncertainty_{chan}_[{ii}]": {
-                            "values": np.ones_like(data_entity.values)
-                            * np.median(np.abs(data_entity.values))
-                            / 2.0
+                            "values": np.abs(data_entity.values) * 0.05 + 3e-13
                         }
                     }
                 )
-                uncertainties[f"{cname} uncertainties"].append(uncert)
+                uncertainties[f"{chan} uncertainties"].append(uncert)
 
         components.survey.add_components_data(data)
         components.survey.add_components_data(uncertainties)
@@ -239,49 +148,51 @@ def test_ground_tem_run(tmp_path: Path, max_iterations=1, pytest=True):
         data_kwargs = {}
         for chan in channels:
             data_kwargs[f"{chan}_channel"] = components.survey.fetch_property_group(
-                name="vertical"
+                name=f"{chan}"
             )
             data_kwargs[f"{chan}_uncertainty"] = components.survey.fetch_property_group(
-                name="vertical uncertainties"
+                name=f"{chan} uncertainties"
             )
 
-        orig_dBzdt = geoh5.get_entity("Iteration_0_vertical_[0]")[0].values
+        orig_dBzdt = geoh5.get_entity("Iteration_0_a_[0]")[0].values
 
         # Run the inverse
-        params = TDEMInversionOptions.build(
+        params = BoreholeTDEMInversionOptions.build(
             geoh5=geoh5,
             mesh=components.mesh,
             topography_object=components.topography,
             data_object=components.survey,
-            starting_model=1e-3,
+            starting_model=3e-3,
             reference_model=1e-3,
             chi_factor=0.1,
-            s_norm=2.0,
+            s_norm=0.0,
             x_norm=2.0,
             y_norm=2.0,
             z_norm=2.0,
-            alpha_s=0e-1,
+            alpha_s=0e-0,
             lower_bound=2e-6,
             upper_bound=1e2,
             max_global_iterations=max_iterations,
             initial_beta_ratio=1e1,
-            cooling_rate=2,
+            starting_chi_factor=1000,
+            cooling_rate=1,
             max_cg_iterations=200,
-            percentile=100,
+            percentile=5,
+            sens_wts_threshold=1.0,
             solver_type="Mumps",
             data_units="Ground B (T/A)",
             **data_kwargs,
         )
         params.write_ui_json(path=tmp_path / "Inv_run.ui.json")
 
-    driver = TDEMInversionDriver(params)
+    driver = BoreholeTDEMInversionDriver(params)
     driver.run()
 
     with geoh5.open() as run_ws:
         output = get_inversion_output(
             driver.params.geoh5.h5file, driver.params.out_group.uid
         )
-        assert driver.inversion_data.entity.tx_id_property.name == "tx_id"
+        assert driver.inversion_data.entity.tx_id_property.name == "Transmitter ID"
         output["data"] = orig_dBzdt
         if pytest:
             check_target(output, target_run)
@@ -292,7 +203,7 @@ def test_ground_tem_run(tmp_path: Path, max_iterations=1, pytest=True):
 
 if __name__ == "__main__":
     # Full run
-    test_ground_tem_fwr_run(
+    test_borehole_tem_fwr_run(
         Path("./"),
         None,
         n_grid_points=5,
@@ -300,8 +211,8 @@ def test_ground_tem_run(tmp_path: Path, max_iterations=1, pytest=True):
         cell_size=(5.0, 5.0, 5.0),
         pytest=False,
     )
-    test_ground_tem_run(
+    test_borehole_tem_run(
         Path("./"),
-        max_iterations=15,
+        max_iterations=10,
         pytest=False,
     )

From 523572da3393f7d5327d57507e392a6594321845 Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Mon, 31 Aug 2026 12:34:50 -0700
Subject: [PATCH 14/20] Coplilot comments

---
 simpeg_drivers/components/factories/entity_factory.py | 2 +-
 simpeg_drivers/utils/surveys.py                       | 2 +-
 tests/run_tests/driver_borehole_tem_test.py           | 8 +-------
 3 files changed, 3 insertions(+), 9 deletions(-)

diff --git a/simpeg_drivers/components/factories/entity_factory.py b/simpeg_drivers/components/factories/entity_factory.py
index 314040770..e4b0c6006 100644
--- a/simpeg_drivers/components/factories/entity_factory.py
+++ b/simpeg_drivers/components/factories/entity_factory.py
@@ -100,7 +100,7 @@ def _build(self, inversion_data: InversionData):
                     tx_freq[0].copy(parent=entity.transmitters)
 
             if "borehole" in self.params.inversion_type:
-                if property_group := self.params.receivers_orientation is not None:
+                if (property_group := self.params.receivers_orientation) is not None:
                     property_group.copy(parent=entity)
                 else:
                     self._add_auv_data_groups(entity)
diff --git a/simpeg_drivers/utils/surveys.py b/simpeg_drivers/utils/surveys.py
index 8e7e6b4bd..a9056f668 100644
--- a/simpeg_drivers/utils/surveys.py
+++ b/simpeg_drivers/utils/surveys.py
@@ -156,7 +156,7 @@ def compute_em_projections(locations, simulation):
             projection = 0.0
             orientations = receiver.orientation.reshape((-1, 3))
             for orientation, comp in zip(orientations.T, "xyz", strict=True):
-                if len(orientation) == 1 and orientation == 0:
+                if len(orientation) == 1 and orientation.item() == 0:
                     continue
 
                 orientation = diags(orientation)
diff --git a/tests/run_tests/driver_borehole_tem_test.py b/tests/run_tests/driver_borehole_tem_test.py
index 66ef501de..62f1fec29 100644
--- a/tests/run_tests/driver_borehole_tem_test.py
+++ b/tests/run_tests/driver_borehole_tem_test.py
@@ -10,7 +10,7 @@
 
 from __future__ import annotations
 
-from logging import INFO, getLogger
+from logging import getLogger
 from pathlib import Path
 
 import numpy as np
@@ -49,14 +49,10 @@
 
 def test_borehole_tem_fwr_run(
     tmp_path: Path,
-    caplog,
     n_grid_points=4,
     refinement=(2,),
     cell_size=(20.0, 20.0, 20.0),
-    pytest=True,
 ):
-    if pytest and caplog:
-        caplog.set_level(INFO)
     # Run the forward
     opts = SyntheticsComponentsOptions(
         method="borehole tdem",
@@ -205,11 +201,9 @@ def test_borehole_tem_run(tmp_path: Path, max_iterations=1, pytest=True):
     # Full run
     test_borehole_tem_fwr_run(
         Path("./"),
-        None,
         n_grid_points=5,
         refinement=(2, 2, 2),
         cell_size=(5.0, 5.0, 5.0),
-        pytest=False,
     )
     test_borehole_tem_run(
         Path("./"),

From 9641451600739cc79c4149318d98e1067c6a7ad5 Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Tue, 1 Sep 2026 13:15:32 -0700
Subject: [PATCH 15/20] Potential fix for pull request finding

Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
---
 .../uijson/borehole_tdem_forward.ui.json                  | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/simpeg_drivers-assets/uijson/borehole_tdem_forward.ui.json b/simpeg_drivers-assets/uijson/borehole_tdem_forward.ui.json
index dacb53101..6a6af4142 100644
--- a/simpeg_drivers-assets/uijson/borehole_tdem_forward.ui.json
+++ b/simpeg_drivers-assets/uijson/borehole_tdem_forward.ui.json
@@ -28,10 +28,10 @@
         ],
         "label": "Receivers orientation",
         "tooltip": [
-            "Receivers orientation provided as 'Dip direction & dip' or '3D vector' data group. If not provided, it assumes: <dl>",
-            "<dt>In-line component</dt><dd>Positive towards North (Y)</dd>",
-            "<dt>Cross-line component</dt><dd>Positive towards East (X)</dd>",
-            "<dt>Vertical component</dt><dd>Positive up (Z)</dd>",
+            "Receiver orientation provided as a 'Dip direction & dip' or '3D vector' data group. If not provided, it is derived from the borehole trace: <dl>",
+            "<dt>Axial (A)</dt><dd>Parallel to and positive upward along the hole trace</dd>",
+            "<dt>Perpendicular (U)</dt><dd>Positive upward in the hole dip direction</dd>",
+            "<dt>Perpendicular (V)</dt><dd>Horizontal, to the left of the hole dip direction</dd>",
             "</dl>"
         ],
         "optional": true,

From a57850a866015f3ecb8a3c2957cf8dc560b56afb Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Tue, 1 Sep 2026 13:15:48 -0700
Subject: [PATCH 16/20] Potential fix for pull request finding

Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
---
 .../uijson/borehole_tdem_inversion.ui.json                | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/simpeg_drivers-assets/uijson/borehole_tdem_inversion.ui.json b/simpeg_drivers-assets/uijson/borehole_tdem_inversion.ui.json
index d211c2c48..40d3f48a5 100644
--- a/simpeg_drivers-assets/uijson/borehole_tdem_inversion.ui.json
+++ b/simpeg_drivers-assets/uijson/borehole_tdem_inversion.ui.json
@@ -28,10 +28,10 @@
         ],
         "label": "Receivers orientation",
         "tooltip": [
-            "Receivers orientation provided as 'Dip direction & dip' or '3D vector' data group. If not provided, it assumes: <dl>",
-            "<dt>In-line component</dt><dd>Positive towards North (Y)</dd>",
-            "<dt>Cross-line component</dt><dd>Positive towards East (X)</dd>",
-            "<dt>Vertical component</dt><dd>Positive up (Z)</dd>",
+            "Receiver orientation provided as a 'Dip direction & dip' or '3D vector' data group. If not provided, it is derived from the borehole trace: <dl>",
+            "<dt>Axial (A)</dt><dd>Parallel to and positive upward along the hole trace</dd>",
+            "<dt>Perpendicular (U)</dt><dd>Positive upward in the hole dip direction</dd>",
+            "<dt>Perpendicular (V)</dt><dd>Horizontal, to the left of the hole dip direction</dd>",
             "</dl>"
         ],
         "optional": true,

From f383c55639de4e71d9e8448e19c01985cad6fc09 Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Wed, 9 Sep 2026 12:01:35 -0700
Subject: [PATCH 17/20] Update test

---
 simpeg_drivers/utils/synthetics/options.py    |  5 ---
 .../surveys/time_domain/borehole.py           |  2 +-
 tests/run_tests/driver_borehole_tem_test.py   | 41 +++++++++++++------
 3 files changed, 29 insertions(+), 19 deletions(-)

diff --git a/simpeg_drivers/utils/synthetics/options.py b/simpeg_drivers/utils/synthetics/options.py
index 6b2565ef2..cb5b37af8 100644
--- a/simpeg_drivers/utils/synthetics/options.py
+++ b/simpeg_drivers/utils/synthetics/options.py
@@ -85,11 +85,6 @@ def octree_params(
             survey = Points.create(geoh5, vertices=locs)
 
         refinements = [
-            {
-                "refinement_object": survey,
-                "levels": self.survey_refinement,
-                "horizon": False,
-            },
             {
                 "refinement_object": survey,
                 "levels": self.survey_refinement,
diff --git a/simpeg_drivers/utils/synthetics/surveys/time_domain/borehole.py b/simpeg_drivers/utils/synthetics/surveys/time_domain/borehole.py
index 43ccd9afa..5f97486f1 100644
--- a/simpeg_drivers/utils/synthetics/surveys/time_domain/borehole.py
+++ b/simpeg_drivers/utils/synthetics/surveys/time_domain/borehole.py
@@ -38,7 +38,7 @@ def generate_borehole_tdem_survey(
 
     center = survey.vertices[0, :]
     survey.vertices = (
-        y_rotation_matrix(np.pi / 2) @ (survey.vertices - center).T
+        y_rotation_matrix(np.pi / 4) @ (survey.vertices - center).T
     ).T + center
 
     return survey
diff --git a/tests/run_tests/driver_borehole_tem_test.py b/tests/run_tests/driver_borehole_tem_test.py
index 62f1fec29..2977afa08 100644
--- a/tests/run_tests/driver_borehole_tem_test.py
+++ b/tests/run_tests/driver_borehole_tem_test.py
@@ -10,7 +10,7 @@
 
 from __future__ import annotations
 
-from logging import getLogger
+from logging import INFO, getLogger
 from pathlib import Path
 
 import numpy as np
@@ -44,15 +44,19 @@
 # To test the full run and validate the inversion.
 # Move this file out of the test directory and run.
 
-target_run = {"data_norm": 6.3414e-11, "phi_d": 1.1820e04, "phi_m": 9.7920e02}
+target_run = {"data_norm": 4.6386e-11, "phi_d": 1.4840e03, "phi_m": 2.8200e04}
 
 
 def test_borehole_tem_fwr_run(
     tmp_path: Path,
+    caplog,
     n_grid_points=4,
     refinement=(2,),
     cell_size=(20.0, 20.0, 20.0),
+    pytest=True,
 ):
+    if pytest and caplog:
+        caplog.set_level(INFO)
     # Run the forward
     opts = SyntheticsComponentsOptions(
         method="borehole tdem",
@@ -74,18 +78,28 @@ def test_borehole_tem_fwr_run(
         ),
         model=ModelOptions(
             background=0.001,
+            anomaly=1,
             plate=PlateModel(
                 strike_length=40.0,
                 dip_length=40.0,
                 width=40.0,
-                easting=-40.0,
-                northing=0.0,
-                elevation=-75.0,
+                easting=0.0,
+                northing=-40.0,
+                elevation=-40.0,
             ),
         ),
     )
     with get_workspace(tmp_path / "inversion_test.ui.geoh5") as geoh5:
         components = SyntheticsComponents(geoh5, options=opts)
+        components.mesh.origin = (
+            np.r_[
+                components.mesh.origin["x"],
+                components.mesh.origin["y"],
+                components.mesh.origin["z"],
+            ]
+            + np.r_[-2.5, -2.5, 0.0]
+        )
+        # components.survey.complement.vertices = components.survey.complement.vertices + np.r_[-100.0, -100.0, 0.0]
         params = BoreholeTDEMForwardOptions.build(
             geoh5=geoh5,
             mesh=components.mesh,
@@ -95,7 +109,6 @@ def test_borehole_tem_fwr_run(
             a_channel_bool=True,
             u_channel_bool=True,
             v_channel_bool=True,
-            solver_type="Mumps",
             data_units="Ground B (T/A)",
         )
 
@@ -132,7 +145,7 @@ def test_borehole_tem_run(tmp_path: Path, max_iterations=1, pytest=True):
                 uncert = components.survey.add_data(
                     {
                         f"uncertainty_{chan}_[{ii}]": {
-                            "values": np.abs(data_entity.values) * 0.05 + 3e-13
+                            "values": np.abs(data_entity.values) * 0.0 + 1e-12
                         }
                     }
                 )
@@ -158,7 +171,7 @@ def test_borehole_tem_run(tmp_path: Path, max_iterations=1, pytest=True):
             mesh=components.mesh,
             topography_object=components.topography,
             data_object=components.survey,
-            starting_model=3e-3,
+            starting_model=1e-3,
             reference_model=1e-3,
             chi_factor=0.1,
             s_norm=0.0,
@@ -170,13 +183,13 @@ def test_borehole_tem_run(tmp_path: Path, max_iterations=1, pytest=True):
             upper_bound=1e2,
             max_global_iterations=max_iterations,
             initial_beta_ratio=1e1,
-            starting_chi_factor=1000,
+            starting_chi_factor=0.1,
             cooling_rate=1,
             max_cg_iterations=200,
-            percentile=5,
-            sens_wts_threshold=1.0,
-            solver_type="Mumps",
+            percentile=100,
+            sens_wts_threshold=0.1,
             data_units="Ground B (T/A)",
+            save_sensitivities=True,
             **data_kwargs,
         )
         params.write_ui_json(path=tmp_path / "Inv_run.ui.json")
@@ -201,12 +214,14 @@ def test_borehole_tem_run(tmp_path: Path, max_iterations=1, pytest=True):
     # Full run
     test_borehole_tem_fwr_run(
         Path("./"),
+        None,
         n_grid_points=5,
         refinement=(2, 2, 2),
         cell_size=(5.0, 5.0, 5.0),
+        pytest=False,
     )
     test_borehole_tem_run(
         Path("./"),
-        max_iterations=10,
+        max_iterations=15,
         pytest=False,
     )

From a4bf0186a6d0ccc33a00da2ccc31769450e9522f Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Wed, 9 Sep 2026 12:01:56 -0700
Subject: [PATCH 18/20] Fix docstrings

---
 .../electromagnetics/borehole_time_domain/options.py          | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/simpeg_drivers/electromagnetics/borehole_time_domain/options.py b/simpeg_drivers/electromagnetics/borehole_time_domain/options.py
index 5268c887f..9f72cc640 100644
--- a/simpeg_drivers/electromagnetics/borehole_time_domain/options.py
+++ b/simpeg_drivers/electromagnetics/borehole_time_domain/options.py
@@ -67,10 +67,10 @@ class BoreholeTDEMInversionOptions(BaseTDEMOptions, BaseInversionOptions):
     """
     Time Domain Electromagnetic Inversion options for borehole surveys.
 
-    :param u_channel: Vertical (U) component data channel.
-    :param u_uncertainty: Vertical (U) component data channel uncertainty.
     :param a_channel: In-line (A) data channel.
     :param a_uncertainty: In-line (A) data channel uncertainty.
+    :param u_channel: Vertical (U) component data channel.
+    :param u_uncertainty: Vertical (U) component data channel uncertainty.
     :param v_channel: Cross-line (V) data channel.
     :param v_uncertainty: Cross-line(V) data channel uncertainty.
     """

From e19acf63b47faef925560af4c6a190ae0994200e Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Wed, 9 Sep 2026 13:12:08 -0700
Subject: [PATCH 19/20] Fix issue with copying property_group

---
 simpeg_drivers/components/factories/entity_factory.py | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/simpeg_drivers/components/factories/entity_factory.py b/simpeg_drivers/components/factories/entity_factory.py
index e4b0c6006..8a980bd02 100644
--- a/simpeg_drivers/components/factories/entity_factory.py
+++ b/simpeg_drivers/components/factories/entity_factory.py
@@ -99,11 +99,11 @@ def _build(self, inversion_data: InversionData):
                 if tx_freq:
                     tx_freq[0].copy(parent=entity.transmitters)
 
-            if "borehole" in self.params.inversion_type:
-                if (property_group := self.params.receivers_orientation) is not None:
-                    property_group.copy(parent=entity)
-                else:
-                    self._add_auv_data_groups(entity)
+            if (
+                "borehole" in self.params.inversion_type
+                and self.params.receivers_orientation is None
+            ):
+                self._add_auv_data_groups(entity)
 
         return entity
 

From 4c9dd502dc18f5d64c6f8faed518f7ae564274b3 Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Thu, 10 Sep 2026 13:21:27 -0700
Subject: [PATCH 20/20] Re-lock

---
 .../py-3.12-linux-64-dev.conda.lock.yml       |  20 +-
 environments/py-3.12-linux-64.conda.lock.yml  |  14 +-
 .../py-3.12-win-64-dev.conda.lock.yml         |  26 +--
 environments/py-3.12-win-64.conda.lock.yml    |  18 +-
 .../py-3.13-linux-64-dev.conda.lock.yml       |  20 +-
 environments/py-3.13-linux-64.conda.lock.yml  |  14 +-
 .../py-3.13-win-64-dev.conda.lock.yml         |  26 +--
 environments/py-3.13-win-64.conda.lock.yml    |  18 +-
 py-3.12.conda-lock.yml                        | 217 +++++++++---------
 py-3.13.conda-lock.yml                        | 217 +++++++++---------
 10 files changed, 290 insertions(+), 300 deletions(-)

diff --git a/environments/py-3.12-linux-64-dev.conda.lock.yml b/environments/py-3.12-linux-64-dev.conda.lock.yml
index 61690e41f..ceb8c4023 100644
--- a/environments/py-3.12-linux-64-dev.conda.lock.yml
+++ b/environments/py-3.12-linux-64-dev.conda.lock.yml
@@ -10,7 +10,7 @@ dependencies:
   - _python_abi3_support=1.0=hd8ed1ab_3
   - alabaster=0.7.16=pyhd8ed1ab_0
   - annotated-types=0.8.0=pyhd8ed1ab_0
-  - anyio=4.15.0=pyh5ded981_0
+  - anyio=4.15.1=pyh5ded981_1
   - argon2-cffi=25.1.0=pyhd8ed1ab_0
   - argon2-cffi-bindings=26.1.0=py312h5cc1888_1
   - arrow=1.4.0=pyhcf101f3_0
@@ -45,7 +45,7 @@ dependencies:
   - certifi=2026.7.22=pyhd8ed1ab_0
   - cffi=2.1.1=py312h703531f_3
   - charset-normalizer=3.5.1=pyhd8ed1ab_0
-  - click=8.4.2=pyhc90fa1f_0
+  - click=8.5.0=pyh5ded981_0
   - cloudpickle=3.1.2=pyhcf101f3_1
   - colorama=0.4.6=pyhd8ed1ab_1
   - comm=0.2.3=pyhe01879c_0
@@ -100,7 +100,7 @@ dependencies:
   - jsonschema-specifications=2025.9.1=pyhcf101f3_0
   - jsonschema-with-format-nongpl=4.26.0=hcf101f3_1
   - jupyter-book=2.1.6=pyhcf101f3_0
-  - jupyter-builder=1.2.2=pyhcf101f3_0
+  - jupyter-builder=1.2.3=pyh5ded981_0
   - jupyter-lsp=2.3.1=pyhcf101f3_0
   - jupyter_client=8.10.0=pyhcf101f3_0
   - jupyter_core=5.9.1=pyhc90fa1f_0
@@ -163,7 +163,7 @@ dependencies:
   - libxml2=2.15.1=h26afc86_0
   - libxml2-16=2.15.1=ha9997c6_0
   - libzlib=1.3.2=h25fd6f3_3
-  - llvm-openmp=23.1.0=h7148c6a_0
+  - llvm-openmp=23.1.1=h7148c6a_0
   - locket=1.0.0=pyhd8ed1ab_0
   - markdown-it-py=4.2.0=pyhd8ed1ab_0
   - markupsafe=3.0.3=py312h8a5da7c_1
@@ -206,7 +206,7 @@ dependencies:
   - pexpect=4.9.0=pyhd8ed1ab_1
   - pillow=12.3.0=py312h38079b3_1
   - pip=26.2.1=pyh8b19718_0
-  - platformdirs=4.11.6=pyh5ded981_0
+  - platformdirs=4.11.8=pyh5ded981_0
   - pluggy=1.6.0=pyhf9edf01_1
   - prometheus_client=0.26.0=pyhd8ed1ab_0
   - prompt-toolkit=3.0.53=pyha770c72_0
@@ -264,7 +264,7 @@ dependencies:
   - sphinxcontrib-qthelp=2.0.0=pyhd8ed1ab_1
   - sphinxcontrib-serializinghtml=2.0.0=pyhd8ed1ab_0
   - stack_data=0.6.3=pyhd8ed1ab_1
-  - tbb=2023.0.0=hab88423_2
+  - tbb=2023.1.0=hfd44327_0
   - tblib=3.2.2=pyhcf101f3_0
   - terminado=0.18.1=pyhc90fa1f_1
   - threadpoolctl=3.6.0=pyhecae5ae_0
@@ -292,9 +292,9 @@ dependencies:
   - wheel=0.48.0=pyhd8ed1ab_0
   - widgetsnbextension=3.6.10=pyhd8ed1ab_0
   - wrapt=2.4.0=py312h1b36aeb_0
-  - xorg-libxau=1.0.12=hb03c661_2
+  - xorg-libxau=1.0.12=h7cc23a3_2
   - xorg-libxdmcp=1.1.5=hb03c661_2
-  - xyzservices=2026.3.0=pyhd8ed1ab_0
+  - xyzservices=2026.9.1=pyhd8ed1ab_0
   - yaml=0.2.5=hebe6cf0_3
   - zarr=2.14.2=pyhd8ed1ab_0
   - zeromq=4.3.5=h09e67af_11
@@ -304,8 +304,8 @@ dependencies:
   - zlib-ng=2.3.3=hce19668_1
   - zstd=1.5.7=hb78ec9c_7
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@14c4c814e956277c10e64263b27717c720021b88
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@ca917b6f4e88bb687ed18f68630c5ac993cd7e76
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@fd9e5b69283159d7626c501918a246fd2f5202b9
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@d45f41aa5af7958ced737f136ec27cca28068b54
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@32b32031020ddf26fde40b2da817c14b9d8b86e9
     - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@54e7b09e58ffa63ee0cdad1b811df8225aafcfb1
 
diff --git a/environments/py-3.12-linux-64.conda.lock.yml b/environments/py-3.12-linux-64.conda.lock.yml
index c17b7ab64..be928d80a 100644
--- a/environments/py-3.12-linux-64.conda.lock.yml
+++ b/environments/py-3.12-linux-64.conda.lock.yml
@@ -28,7 +28,7 @@ dependencies:
   - ca-certificates=2026.7.22=hbd8a1cb_0
   - cached-property=2.0.1=pyhcf101f3_0
   - cached_property=2.0.1=pyhcf101f3_0
-  - click=8.4.2=pyhc90fa1f_0
+  - click=8.5.0=pyh5ded981_0
   - cloudpickle=3.1.2=pyhcf101f3_1
   - contourpy=1.3.3=py312h0a2e395_4
   - cycler=0.12.1=pyhcf101f3_2
@@ -100,7 +100,7 @@ dependencies:
   - libxml2=2.15.1=h26afc86_0
   - libxml2-16=2.15.1=ha9997c6_0
   - libzlib=1.3.2=h25fd6f3_3
-  - llvm-openmp=23.1.0=h7148c6a_0
+  - llvm-openmp=23.1.1=h7148c6a_0
   - locket=1.0.0=pyhd8ed1ab_0
   - markupsafe=3.0.3=py312h8a5da7c_1
   - matplotlib-base=3.10.9=py312he3d6523_0
@@ -146,7 +146,7 @@ dependencies:
   - setuptools=84.0.0=pyh332efcf_0
   - six=1.17.0=pyhe01879c_1
   - sortedcontainers=2.4.0=pyhd8ed1ab_1
-  - tbb=2023.0.0=hab88423_2
+  - tbb=2023.1.0=hfd44327_0
   - tblib=3.2.2=pyhcf101f3_0
   - threadpoolctl=3.6.0=pyhecae5ae_0
   - tk=8.6.13=noxft_h1df4ec4_4
@@ -162,9 +162,9 @@ dependencies:
   - urllib3=2.7.0=pyhd8ed1ab_0
   - wheel=0.48.0=pyhd8ed1ab_0
   - wrapt=2.4.0=py312h1b36aeb_0
-  - xorg-libxau=1.0.12=hb03c661_2
+  - xorg-libxau=1.0.12=h7cc23a3_2
   - xorg-libxdmcp=1.1.5=hb03c661_2
-  - xyzservices=2026.3.0=pyhd8ed1ab_0
+  - xyzservices=2026.9.1=pyhd8ed1ab_0
   - yaml=0.2.5=hebe6cf0_3
   - zarr=2.14.2=pyhd8ed1ab_0
   - zict=3.0.0=pyhd8ed1ab_1
@@ -172,8 +172,8 @@ dependencies:
   - zlib-ng=2.3.3=hce19668_1
   - zstd=1.5.7=hb78ec9c_7
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@14c4c814e956277c10e64263b27717c720021b88
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@ca917b6f4e88bb687ed18f68630c5ac993cd7e76
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@fd9e5b69283159d7626c501918a246fd2f5202b9
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@d45f41aa5af7958ced737f136ec27cca28068b54
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@32b32031020ddf26fde40b2da817c14b9d8b86e9
     - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@54e7b09e58ffa63ee0cdad1b811df8225aafcfb1
 
diff --git a/environments/py-3.12-win-64-dev.conda.lock.yml b/environments/py-3.12-win-64-dev.conda.lock.yml
index 312cf4fd0..083880bbb 100644
--- a/environments/py-3.12-win-64-dev.conda.lock.yml
+++ b/environments/py-3.12-win-64-dev.conda.lock.yml
@@ -10,7 +10,7 @@ dependencies:
   - _python_abi3_support=1.0=hd8ed1ab_3
   - alabaster=0.7.16=pyhd8ed1ab_0
   - annotated-types=0.8.0=pyhd8ed1ab_0
-  - anyio=4.15.0=pyh5ded981_0
+  - anyio=4.15.1=pyh5ded981_1
   - argon2-cffi=25.1.0=pyhd8ed1ab_0
   - argon2-cffi-bindings=26.1.0=py312he06e257_1
   - arrow=1.4.0=pyhcf101f3_0
@@ -44,7 +44,7 @@ dependencies:
   - certifi=2026.7.22=pyhd8ed1ab_0
   - cffi=2.1.1=py312he06e257_3
   - charset-normalizer=3.5.1=pyhd8ed1ab_0
-  - click=8.4.2=pyh6dadd2b_0
+  - click=8.5.0=pyh5ded981_0
   - cloudpickle=3.1.2=pyhcf101f3_1
   - colorama=0.4.6=pyhd8ed1ab_1
   - comm=0.2.3=pyhe01879c_0
@@ -99,7 +99,7 @@ dependencies:
   - jsonschema-specifications=2025.9.1=pyhcf101f3_0
   - jsonschema-with-format-nongpl=4.26.0=hcf101f3_1
   - jupyter-book=2.1.6=pyhcf101f3_0
-  - jupyter-builder=1.2.2=pyhcf101f3_0
+  - jupyter-builder=1.2.3=pyh5ded981_0
   - jupyter-lsp=2.3.1=pyhcf101f3_0
   - jupyter_client=8.10.0=pyhcf101f3_0
   - jupyter_core=5.9.1=pyh6dadd2b_0
@@ -147,10 +147,10 @@ dependencies:
   - libwebp-base=1.6.0=h4d5522a_1
   - libwinpthread=12.0.0.r4.gg4f2fc60ca=h11686cb_11
   - libxcb=1.17.0=h874e120_2
-  - libxml2=2.15.3=h8ef44ab_1
-  - libxml2-16=2.15.3=h3cfd58e_1
+  - libxml2=2.15.4=he095d88_0
+  - libxml2-16=2.15.4=h3cfd58e_0
   - libzlib=1.3.2=hfd05255_3
-  - llvm-openmp=23.1.0=h49e36cd_0
+  - llvm-openmp=23.1.1=h49e36cd_0
   - locket=1.0.0=pyhd8ed1ab_0
   - markdown-it-py=4.2.0=pyhd8ed1ab_0
   - markupsafe=3.0.3=py312h05f76fc_1
@@ -171,7 +171,7 @@ dependencies:
   - nbconvert-pandoc=7.16.6=h7d6f222_1
   - nbformat=5.11.1=pyhcf101f3_0
   - nest-asyncio2=1.7.2=pyhcf101f3_0
-  - nodejs=26.8.0=h80d1838_1
+  - nodejs=26.8.1=h80d1838_1
   - notebook=7.6.2=pyhcf101f3_0
   - notebook-shim=0.2.4=pyhd8ed1ab_1
   - numcodecs=0.15.1=py312hc128f0a_1
@@ -189,7 +189,7 @@ dependencies:
   - partd=1.4.2=pyhd8ed1ab_0
   - pillow=12.3.0=py312h31f0997_1
   - pip=26.2.1=pyh8b19718_0
-  - platformdirs=4.11.6=pyh5ded981_0
+  - platformdirs=4.11.8=pyh5ded981_0
   - pluggy=1.6.0=pyhf9edf01_1
   - prometheus_client=0.26.0=pyhd8ed1ab_0
   - prompt-toolkit=3.0.53=pyha770c72_0
@@ -246,7 +246,7 @@ dependencies:
   - sphinxcontrib-qthelp=2.0.0=pyhd8ed1ab_1
   - sphinxcontrib-serializinghtml=2.0.0=pyhd8ed1ab_0
   - stack_data=0.6.3=pyhd8ed1ab_1
-  - tbb=2023.0.0=hd3d4ead_2
+  - tbb=2023.1.0=hdcfe883_0
   - tblib=3.2.2=pyhcf101f3_0
   - terminado=0.18.1=pyh6dadd2b_1
   - threadpoolctl=3.6.0=pyhecae5ae_0
@@ -280,9 +280,9 @@ dependencies:
   - win_inet_pton=1.1.0=pyh7428d3b_8
   - winpty=0.4.3=4
   - wrapt=2.4.0=py312he5662c2_0
-  - xorg-libxau=1.0.12=hba3369d_2
+  - xorg-libxau=1.0.12=hfa92662_2
   - xorg-libxdmcp=1.1.5=hba3369d_2
-  - xyzservices=2026.3.0=pyhd8ed1ab_0
+  - xyzservices=2026.9.1=pyhd8ed1ab_0
   - yaml=0.2.5=h6a83c73_3
   - zarr=2.14.2=pyhd8ed1ab_0
   - zeromq=4.3.5=h3a581c9_11
@@ -292,8 +292,8 @@ dependencies:
   - zlib-ng=2.3.3=h0261ad2_1
   - zstd=1.5.7=h534d264_7
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@14c4c814e956277c10e64263b27717c720021b88
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@ca917b6f4e88bb687ed18f68630c5ac993cd7e76
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@fd9e5b69283159d7626c501918a246fd2f5202b9
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@d45f41aa5af7958ced737f136ec27cca28068b54
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@32b32031020ddf26fde40b2da817c14b9d8b86e9
     - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@54e7b09e58ffa63ee0cdad1b811df8225aafcfb1
 
diff --git a/environments/py-3.12-win-64.conda.lock.yml b/environments/py-3.12-win-64.conda.lock.yml
index a87d01121..df1014405 100644
--- a/environments/py-3.12-win-64.conda.lock.yml
+++ b/environments/py-3.12-win-64.conda.lock.yml
@@ -27,7 +27,7 @@ dependencies:
   - ca-certificates=2026.7.22=h4c7d964_0
   - cached-property=2.0.1=pyhcf101f3_0
   - cached_property=2.0.1=pyhcf101f3_0
-  - click=8.4.2=pyh6dadd2b_0
+  - click=8.5.0=pyh5ded981_0
   - cloudpickle=3.1.2=pyhcf101f3_1
   - colorama=0.4.6=pyhd8ed1ab_1
   - contourpy=1.3.3=py312h78d62e6_4
@@ -86,10 +86,10 @@ dependencies:
   - libwebp-base=1.6.0=h4d5522a_1
   - libwinpthread=12.0.0.r4.gg4f2fc60ca=h11686cb_11
   - libxcb=1.17.0=h874e120_2
-  - libxml2=2.15.3=h8ef44ab_1
-  - libxml2-16=2.15.3=h3cfd58e_1
+  - libxml2=2.15.4=he095d88_0
+  - libxml2-16=2.15.4=h3cfd58e_0
   - libzlib=1.3.2=hfd05255_3
-  - llvm-openmp=23.1.0=h49e36cd_0
+  - llvm-openmp=23.1.1=h49e36cd_0
   - locket=1.0.0=pyhd8ed1ab_0
   - markupsafe=3.0.3=py312h05f76fc_1
   - matplotlib-base=3.10.9=py312h0ebf65c_0
@@ -130,7 +130,7 @@ dependencies:
   - setuptools=84.0.0=pyh332efcf_0
   - six=1.17.0=pyhe01879c_1
   - sortedcontainers=2.4.0=pyhd8ed1ab_1
-  - tbb=2023.0.0=hd3d4ead_2
+  - tbb=2023.1.0=hdcfe883_0
   - tblib=3.2.2=pyhcf101f3_0
   - threadpoolctl=3.6.0=pyhecae5ae_0
   - tk=8.6.13=h967ab96_4
@@ -151,9 +151,9 @@ dependencies:
   - wheel=0.48.0=pyhd8ed1ab_0
   - win_inet_pton=1.1.0=pyh7428d3b_8
   - wrapt=2.4.0=py312he5662c2_0
-  - xorg-libxau=1.0.12=hba3369d_2
+  - xorg-libxau=1.0.12=hfa92662_2
   - xorg-libxdmcp=1.1.5=hba3369d_2
-  - xyzservices=2026.3.0=pyhd8ed1ab_0
+  - xyzservices=2026.9.1=pyhd8ed1ab_0
   - yaml=0.2.5=h6a83c73_3
   - zarr=2.14.2=pyhd8ed1ab_0
   - zict=3.0.0=pyhd8ed1ab_1
@@ -162,8 +162,8 @@ dependencies:
   - zlib-ng=2.3.3=h0261ad2_1
   - zstd=1.5.7=h534d264_7
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@14c4c814e956277c10e64263b27717c720021b88
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@ca917b6f4e88bb687ed18f68630c5ac993cd7e76
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@fd9e5b69283159d7626c501918a246fd2f5202b9
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@d45f41aa5af7958ced737f136ec27cca28068b54
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@32b32031020ddf26fde40b2da817c14b9d8b86e9
     - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@54e7b09e58ffa63ee0cdad1b811df8225aafcfb1
 
diff --git a/environments/py-3.13-linux-64-dev.conda.lock.yml b/environments/py-3.13-linux-64-dev.conda.lock.yml
index a5f245e86..d148a10df 100644
--- a/environments/py-3.13-linux-64-dev.conda.lock.yml
+++ b/environments/py-3.13-linux-64-dev.conda.lock.yml
@@ -10,7 +10,7 @@ dependencies:
   - _python_abi3_support=1.0=hd8ed1ab_3
   - alabaster=0.7.16=pyhd8ed1ab_0
   - annotated-types=0.8.0=pyhd8ed1ab_0
-  - anyio=4.15.0=pyh5ded981_0
+  - anyio=4.15.1=pyh5ded981_1
   - argon2-cffi=25.1.0=pyhd8ed1ab_0
   - argon2-cffi-bindings=26.1.0=py313h995f894_1
   - arrow=1.4.0=pyhcf101f3_0
@@ -45,7 +45,7 @@ dependencies:
   - certifi=2026.7.22=pyhd8ed1ab_0
   - cffi=2.1.1=py313ha52865f_3
   - charset-normalizer=3.5.1=pyhd8ed1ab_0
-  - click=8.4.2=pyhc90fa1f_0
+  - click=8.5.0=pyh5ded981_0
   - cloudpickle=3.1.2=pyhcf101f3_1
   - colorama=0.4.6=pyhd8ed1ab_1
   - comm=0.2.3=pyhe01879c_0
@@ -100,7 +100,7 @@ dependencies:
   - jsonschema-specifications=2025.9.1=pyhcf101f3_0
   - jsonschema-with-format-nongpl=4.26.0=hcf101f3_1
   - jupyter-book=2.1.6=pyhcf101f3_0
-  - jupyter-builder=1.2.2=pyhcf101f3_0
+  - jupyter-builder=1.2.3=pyh5ded981_0
   - jupyter-lsp=2.3.1=pyhcf101f3_0
   - jupyter_client=8.10.0=pyhcf101f3_0
   - jupyter_core=5.9.1=pyhc90fa1f_0
@@ -162,7 +162,7 @@ dependencies:
   - libxml2=2.15.1=h26afc86_0
   - libxml2-16=2.15.1=ha9997c6_0
   - libzlib=1.3.2=h25fd6f3_3
-  - llvm-openmp=23.1.0=h7148c6a_0
+  - llvm-openmp=23.1.1=h7148c6a_0
   - locket=1.0.0=pyhd8ed1ab_0
   - markdown-it-py=4.2.0=pyhd8ed1ab_0
   - markupsafe=3.0.3=py313h3dea7bd_1
@@ -205,7 +205,7 @@ dependencies:
   - pexpect=4.9.0=pyhd8ed1ab_1
   - pillow=12.3.0=py313h3b26573_1
   - pip=26.2.1=pyh145f28c_0
-  - platformdirs=4.11.6=pyh5ded981_0
+  - platformdirs=4.11.8=pyh5ded981_0
   - pluggy=1.6.0=pyhf9edf01_1
   - prometheus_client=0.26.0=pyhd8ed1ab_0
   - prompt-toolkit=3.0.53=pyha770c72_0
@@ -262,7 +262,7 @@ dependencies:
   - sphinxcontrib-qthelp=2.0.0=pyhd8ed1ab_1
   - sphinxcontrib-serializinghtml=2.0.0=pyhd8ed1ab_0
   - stack_data=0.6.3=pyhd8ed1ab_1
-  - tbb=2023.0.0=hab88423_2
+  - tbb=2023.1.0=hfd44327_0
   - tblib=3.2.2=pyhcf101f3_0
   - terminado=0.18.1=pyhc90fa1f_1
   - threadpoolctl=3.6.0=pyhecae5ae_0
@@ -288,9 +288,9 @@ dependencies:
   - websocket-client=1.9.2=pyh5ded981_1
   - widgetsnbextension=3.6.10=pyhd8ed1ab_0
   - wrapt=2.4.0=py313hd42f317_0
-  - xorg-libxau=1.0.12=hb03c661_2
+  - xorg-libxau=1.0.12=h7cc23a3_2
   - xorg-libxdmcp=1.1.5=hb03c661_2
-  - xyzservices=2026.3.0=pyhd8ed1ab_0
+  - xyzservices=2026.9.1=pyhd8ed1ab_0
   - yaml=0.2.5=hebe6cf0_3
   - zarr=2.14.2=pyhd8ed1ab_0
   - zeromq=4.3.5=h09e67af_11
@@ -300,8 +300,8 @@ dependencies:
   - zlib-ng=2.3.3=hce19668_1
   - zstd=1.5.7=hb78ec9c_7
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@14c4c814e956277c10e64263b27717c720021b88
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@ca917b6f4e88bb687ed18f68630c5ac993cd7e76
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@fd9e5b69283159d7626c501918a246fd2f5202b9
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@d45f41aa5af7958ced737f136ec27cca28068b54
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@32b32031020ddf26fde40b2da817c14b9d8b86e9
     - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@54e7b09e58ffa63ee0cdad1b811df8225aafcfb1
 
diff --git a/environments/py-3.13-linux-64.conda.lock.yml b/environments/py-3.13-linux-64.conda.lock.yml
index ff8517a74..5856db7be 100644
--- a/environments/py-3.13-linux-64.conda.lock.yml
+++ b/environments/py-3.13-linux-64.conda.lock.yml
@@ -28,7 +28,7 @@ dependencies:
   - ca-certificates=2026.7.22=hbd8a1cb_0
   - cached-property=2.0.1=pyhcf101f3_0
   - cached_property=2.0.1=pyhcf101f3_0
-  - click=8.4.2=pyhc90fa1f_0
+  - click=8.5.0=pyh5ded981_0
   - cloudpickle=3.1.2=pyhcf101f3_1
   - contourpy=1.3.3=py313hc8edb43_4
   - cycler=0.12.1=pyhcf101f3_2
@@ -99,7 +99,7 @@ dependencies:
   - libxml2=2.15.1=h26afc86_0
   - libxml2-16=2.15.1=ha9997c6_0
   - libzlib=1.3.2=h25fd6f3_3
-  - llvm-openmp=23.1.0=h7148c6a_0
+  - llvm-openmp=23.1.1=h7148c6a_0
   - locket=1.0.0=pyhd8ed1ab_0
   - markupsafe=3.0.3=py313h3dea7bd_1
   - matplotlib-base=3.10.9=py313h683a580_0
@@ -144,7 +144,7 @@ dependencies:
   - scipy=1.17.1=py313h4b8bb8b_1
   - six=1.17.0=pyhe01879c_1
   - sortedcontainers=2.4.0=pyhd8ed1ab_1
-  - tbb=2023.0.0=hab88423_2
+  - tbb=2023.1.0=hfd44327_0
   - tblib=3.2.2=pyhcf101f3_0
   - threadpoolctl=3.6.0=pyhecae5ae_0
   - tk=8.6.13=noxft_h1df4ec4_4
@@ -158,9 +158,9 @@ dependencies:
   - tzdata=2026c=h151e31d_0
   - urllib3=2.7.0=pyhd8ed1ab_0
   - wrapt=2.4.0=py313hd42f317_0
-  - xorg-libxau=1.0.12=hb03c661_2
+  - xorg-libxau=1.0.12=h7cc23a3_2
   - xorg-libxdmcp=1.1.5=hb03c661_2
-  - xyzservices=2026.3.0=pyhd8ed1ab_0
+  - xyzservices=2026.9.1=pyhd8ed1ab_0
   - yaml=0.2.5=hebe6cf0_3
   - zarr=2.14.2=pyhd8ed1ab_0
   - zict=3.0.0=pyhd8ed1ab_1
@@ -168,8 +168,8 @@ dependencies:
   - zlib-ng=2.3.3=hce19668_1
   - zstd=1.5.7=hb78ec9c_7
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@14c4c814e956277c10e64263b27717c720021b88
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@ca917b6f4e88bb687ed18f68630c5ac993cd7e76
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@fd9e5b69283159d7626c501918a246fd2f5202b9
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@d45f41aa5af7958ced737f136ec27cca28068b54
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@32b32031020ddf26fde40b2da817c14b9d8b86e9
     - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@54e7b09e58ffa63ee0cdad1b811df8225aafcfb1
 
diff --git a/environments/py-3.13-win-64-dev.conda.lock.yml b/environments/py-3.13-win-64-dev.conda.lock.yml
index ee66f17e0..81286f1d5 100644
--- a/environments/py-3.13-win-64-dev.conda.lock.yml
+++ b/environments/py-3.13-win-64-dev.conda.lock.yml
@@ -10,7 +10,7 @@ dependencies:
   - _python_abi3_support=1.0=hd8ed1ab_3
   - alabaster=0.7.16=pyhd8ed1ab_0
   - annotated-types=0.8.0=pyhd8ed1ab_0
-  - anyio=4.15.0=pyh5ded981_0
+  - anyio=4.15.1=pyh5ded981_1
   - argon2-cffi=25.1.0=pyhd8ed1ab_0
   - argon2-cffi-bindings=26.1.0=py313h5ea7bf4_1
   - arrow=1.4.0=pyhcf101f3_0
@@ -44,7 +44,7 @@ dependencies:
   - certifi=2026.7.22=pyhd8ed1ab_0
   - cffi=2.1.1=py313h5ea7bf4_3
   - charset-normalizer=3.5.1=pyhd8ed1ab_0
-  - click=8.4.2=pyh6dadd2b_0
+  - click=8.5.0=pyh5ded981_0
   - cloudpickle=3.1.2=pyhcf101f3_1
   - colorama=0.4.6=pyhd8ed1ab_1
   - comm=0.2.3=pyhe01879c_0
@@ -99,7 +99,7 @@ dependencies:
   - jsonschema-specifications=2025.9.1=pyhcf101f3_0
   - jsonschema-with-format-nongpl=4.26.0=hcf101f3_1
   - jupyter-book=2.1.6=pyhcf101f3_0
-  - jupyter-builder=1.2.2=pyhcf101f3_0
+  - jupyter-builder=1.2.3=pyh5ded981_0
   - jupyter-lsp=2.3.1=pyhcf101f3_0
   - jupyter_client=8.10.0=pyhcf101f3_0
   - jupyter_core=5.9.1=pyh6dadd2b_0
@@ -148,10 +148,10 @@ dependencies:
   - libwebp-base=1.6.0=h4d5522a_1
   - libwinpthread=12.0.0.r4.gg4f2fc60ca=h11686cb_11
   - libxcb=1.17.0=h874e120_2
-  - libxml2=2.15.3=h8ef44ab_1
-  - libxml2-16=2.15.3=h3cfd58e_1
+  - libxml2=2.15.4=he095d88_0
+  - libxml2-16=2.15.4=h3cfd58e_0
   - libzlib=1.3.2=hfd05255_3
-  - llvm-openmp=23.1.0=h49e36cd_0
+  - llvm-openmp=23.1.1=h49e36cd_0
   - locket=1.0.0=pyhd8ed1ab_0
   - markdown-it-py=4.2.0=pyhd8ed1ab_0
   - markupsafe=3.0.3=py313hd650c13_1
@@ -172,7 +172,7 @@ dependencies:
   - nbconvert-pandoc=7.16.6=h7d6f222_1
   - nbformat=5.11.1=pyhcf101f3_0
   - nest-asyncio2=1.7.2=pyhcf101f3_0
-  - nodejs=26.8.0=h80d1838_1
+  - nodejs=26.8.1=h80d1838_1
   - notebook=7.6.2=pyhcf101f3_0
   - notebook-shim=0.2.4=pyhd8ed1ab_1
   - numcodecs=0.15.1=py313hc90dcd4_1
@@ -190,7 +190,7 @@ dependencies:
   - partd=1.4.2=pyhd8ed1ab_0
   - pillow=12.3.0=py313h38f99e1_1
   - pip=26.2.1=pyh145f28c_0
-  - platformdirs=4.11.6=pyh5ded981_0
+  - platformdirs=4.11.8=pyh5ded981_0
   - pluggy=1.6.0=pyhf9edf01_1
   - prometheus_client=0.26.0=pyhd8ed1ab_0
   - prompt-toolkit=3.0.53=pyha770c72_0
@@ -246,7 +246,7 @@ dependencies:
   - sphinxcontrib-qthelp=2.0.0=pyhd8ed1ab_1
   - sphinxcontrib-serializinghtml=2.0.0=pyhd8ed1ab_0
   - stack_data=0.6.3=pyhd8ed1ab_1
-  - tbb=2023.0.0=hd3d4ead_2
+  - tbb=2023.1.0=hdcfe883_0
   - tblib=3.2.2=pyhcf101f3_0
   - terminado=0.18.1=pyh6dadd2b_1
   - threadpoolctl=3.6.0=pyhecae5ae_0
@@ -278,9 +278,9 @@ dependencies:
   - win_inet_pton=1.1.0=pyh7428d3b_8
   - winpty=0.4.3=4
   - wrapt=2.4.0=py313h5fd188c_0
-  - xorg-libxau=1.0.12=hba3369d_2
+  - xorg-libxau=1.0.12=hfa92662_2
   - xorg-libxdmcp=1.1.5=hba3369d_2
-  - xyzservices=2026.3.0=pyhd8ed1ab_0
+  - xyzservices=2026.9.1=pyhd8ed1ab_0
   - yaml=0.2.5=h6a83c73_3
   - zarr=2.14.2=pyhd8ed1ab_0
   - zeromq=4.3.5=h3a581c9_11
@@ -290,8 +290,8 @@ dependencies:
   - zlib-ng=2.3.3=h0261ad2_1
   - zstd=1.5.7=h534d264_7
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@14c4c814e956277c10e64263b27717c720021b88
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@ca917b6f4e88bb687ed18f68630c5ac993cd7e76
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@fd9e5b69283159d7626c501918a246fd2f5202b9
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@d45f41aa5af7958ced737f136ec27cca28068b54
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@32b32031020ddf26fde40b2da817c14b9d8b86e9
     - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@54e7b09e58ffa63ee0cdad1b811df8225aafcfb1
 
diff --git a/environments/py-3.13-win-64.conda.lock.yml b/environments/py-3.13-win-64.conda.lock.yml
index e2a497893..0af94b8e5 100644
--- a/environments/py-3.13-win-64.conda.lock.yml
+++ b/environments/py-3.13-win-64.conda.lock.yml
@@ -27,7 +27,7 @@ dependencies:
   - ca-certificates=2026.7.22=h4c7d964_0
   - cached-property=2.0.1=pyhcf101f3_0
   - cached_property=2.0.1=pyhcf101f3_0
-  - click=8.4.2=pyh6dadd2b_0
+  - click=8.5.0=pyh5ded981_0
   - cloudpickle=3.1.2=pyhcf101f3_1
   - colorama=0.4.6=pyhd8ed1ab_1
   - contourpy=1.3.3=py313h1a38498_4
@@ -87,10 +87,10 @@ dependencies:
   - libwebp-base=1.6.0=h4d5522a_1
   - libwinpthread=12.0.0.r4.gg4f2fc60ca=h11686cb_11
   - libxcb=1.17.0=h874e120_2
-  - libxml2=2.15.3=h8ef44ab_1
-  - libxml2-16=2.15.3=h3cfd58e_1
+  - libxml2=2.15.4=he095d88_0
+  - libxml2-16=2.15.4=h3cfd58e_0
   - libzlib=1.3.2=hfd05255_3
-  - llvm-openmp=23.1.0=h49e36cd_0
+  - llvm-openmp=23.1.1=h49e36cd_0
   - locket=1.0.0=pyhd8ed1ab_0
   - markupsafe=3.0.3=py313hd650c13_1
   - matplotlib-base=3.10.9=py313he1ded55_0
@@ -130,7 +130,7 @@ dependencies:
   - scipy=1.17.1=py313he51e9a2_1
   - six=1.17.0=pyhe01879c_1
   - sortedcontainers=2.4.0=pyhd8ed1ab_1
-  - tbb=2023.0.0=hd3d4ead_2
+  - tbb=2023.1.0=hdcfe883_0
   - tblib=3.2.2=pyhcf101f3_0
   - threadpoolctl=3.6.0=pyhecae5ae_0
   - tk=8.6.13=h967ab96_4
@@ -149,9 +149,9 @@ dependencies:
   - vcomp14=14.51.36247=habf1de7_41
   - win_inet_pton=1.1.0=pyh7428d3b_8
   - wrapt=2.4.0=py313h5fd188c_0
-  - xorg-libxau=1.0.12=hba3369d_2
+  - xorg-libxau=1.0.12=hfa92662_2
   - xorg-libxdmcp=1.1.5=hba3369d_2
-  - xyzservices=2026.3.0=pyhd8ed1ab_0
+  - xyzservices=2026.9.1=pyhd8ed1ab_0
   - yaml=0.2.5=h6a83c73_3
   - zarr=2.14.2=pyhd8ed1ab_0
   - zict=3.0.0=pyhd8ed1ab_1
@@ -160,8 +160,8 @@ dependencies:
   - zlib-ng=2.3.3=h0261ad2_1
   - zstd=1.5.7=h534d264_7
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@14c4c814e956277c10e64263b27717c720021b88
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@ca917b6f4e88bb687ed18f68630c5ac993cd7e76
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@fd9e5b69283159d7626c501918a246fd2f5202b9
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@d45f41aa5af7958ced737f136ec27cca28068b54
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@32b32031020ddf26fde40b2da817c14b9d8b86e9
     - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@54e7b09e58ffa63ee0cdad1b811df8225aafcfb1
 
diff --git a/py-3.12.conda-lock.yml b/py-3.12.conda-lock.yml
index da3df344b..c1a5875da 100644
--- a/py-3.12.conda-lock.yml
+++ b/py-3.12.conda-lock.yml
@@ -131,33 +131,31 @@ package:
   category: main
   optional: false
 - name: anyio
-  version: 4.15.0
+  version: 4.15.1
   manager: conda
   platform: linux-64
   dependencies:
-    exceptiongroup: '>=1.0.2'
     idna: '>=2.8'
     python: ''
-    typing_extensions: '>=4.5'
-  url: https://repo.prefix.dev/conda-forge/noarch/anyio-4.15.0-pyh5ded981_0.conda
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+  url: git+https://github.com/MiraGeoscience/geoh5py.git@d45f41aa5af7958ced737f136ec27cca28068b54
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-    url: git+https://github.com/MiraGeoscience/geoh5py.git@ca917b6f4e88bb687ed18f68630c5ac993cd7e76
+    url: git+https://github.com/MiraGeoscience/geoh5py.git@d45f41aa5af7958ced737f136ec27cca28068b54
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 - name: grid-apps
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-    geoapps-utils: 0.7.1.dev103+14c4c81
-    geoh5py: 0.14.0a1.dev275+ca917b6f
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-    geoapps-utils: 0.7.1.dev103+14c4c81
-    geoh5py: 0.14.0a1.dev275+ca917b6f
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diff --git a/py-3.13.conda-lock.yml b/py-3.13.conda-lock.yml
index 4558dc17d..a802a3274 100644
--- a/py-3.13.conda-lock.yml
+++ b/py-3.13.conda-lock.yml
@@ -131,33 +131,31 @@ package:
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+  version: 8.5.0
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     python: ''
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     traitlets: ''
-  url: https://repo.prefix.dev/conda-forge/noarch/jupyter-builder-1.2.2-pyhcf101f3_0.conda
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-  url: https://repo.prefix.dev/conda-forge/noarch/jupyter-builder-1.2.2-pyhcf101f3_0.conda
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   dependencies: {}
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-  url: https://repo.prefix.dev/conda-forge/noarch/platformdirs-4.11.6-pyh5ded981_0.conda
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-  url: https://repo.prefix.dev/conda-forge/win-64/tbb-2023.0.0-hd3d4ead_2.conda
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     numpy: '>=2.4.2,<2.5.0'
     pydantic: '>=2.12.0,<2.13.0'
     scipy: '>=1.17.0,<1.18.0'
-  url: git+https://github.com/MiraGeoscience/geoapps-utils.git@14c4c814e956277c10e64263b27717c720021b88
+  url: git+https://github.com/MiraGeoscience/geoapps-utils.git@fd9e5b69283159d7626c501918a246fd2f5202b9
   hash:
-    sha256: 14c4c814e956277c10e64263b27717c720021b88
+    sha256: fd9e5b69283159d7626c501918a246fd2f5202b9
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/geoapps-utils.git@14c4c814e956277c10e64263b27717c720021b88
+    url: git+https://github.com/MiraGeoscience/geoapps-utils.git@fd9e5b69283159d7626c501918a246fd2f5202b9
   category: main
   optional: false
 - name: geoapps-utils
-  version: 0.7.1.dev103+14c4c81
+  version: 0.8.0a3.dev11+fd9e5b6
   manager: pip
   platform: win-64
   dependencies:
-    geoh5py: 0.14.0a1.dev275+ca917b6f
+    geoh5py: 0.14.0a1
     matplotlib: '>=3.10.0,<3.11.0'
     numpy: '>=2.4.2,<2.5.0'
     pydantic: '>=2.12.0,<2.13.0'
     scipy: '>=1.17.0,<1.18.0'
-  url: git+https://github.com/MiraGeoscience/geoapps-utils.git@14c4c814e956277c10e64263b27717c720021b88
+  url: git+https://github.com/MiraGeoscience/geoapps-utils.git@fd9e5b69283159d7626c501918a246fd2f5202b9
   hash:
-    sha256: 14c4c814e956277c10e64263b27717c720021b88
+    sha256: fd9e5b69283159d7626c501918a246fd2f5202b9
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/geoapps-utils.git@14c4c814e956277c10e64263b27717c720021b88
+    url: git+https://github.com/MiraGeoscience/geoapps-utils.git@fd9e5b69283159d7626c501918a246fd2f5202b9
   category: main
   optional: false
 - name: geoh5py
-  version: 0.14.0a1.dev275+ca917b6f
+  version: 0.14.0a1
   manager: pip
   platform: linux-64
   dependencies:
     h5py: '>=3.15.0,<3.16.0'
     numpy: '>=2.4.0,<2.5.0'
-    pillow: '>=12.2.0,<12.3.0'
+    pillow: '>=12.2.0,<13.0.0'
     psutil: '>=7.2.2,<7.3.0'
     pydantic: '>=2.12.0,<2.13.0'
-  url: git+https://github.com/MiraGeoscience/geoh5py.git@ca917b6f4e88bb687ed18f68630c5ac993cd7e76
+  url: git+https://github.com/MiraGeoscience/geoh5py.git@d45f41aa5af7958ced737f136ec27cca28068b54
   hash:
-    sha256: ca917b6f4e88bb687ed18f68630c5ac993cd7e76
+    sha256: d45f41aa5af7958ced737f136ec27cca28068b54
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/geoh5py.git@ca917b6f4e88bb687ed18f68630c5ac993cd7e76
+    url: git+https://github.com/MiraGeoscience/geoh5py.git@d45f41aa5af7958ced737f136ec27cca28068b54
   category: main
   optional: false
 - name: geoh5py
-  version: 0.14.0a1.dev275+ca917b6f
+  version: 0.14.0a1
   manager: pip
   platform: win-64
   dependencies:
     h5py: '>=3.15.0,<3.16.0'
     numpy: '>=2.4.0,<2.5.0'
-    pillow: '>=12.2.0,<12.3.0'
+    pillow: '>=12.2.0,<13.0.0'
     psutil: '>=7.2.2,<7.3.0'
     pydantic: '>=2.12.0,<2.13.0'
-  url: git+https://github.com/MiraGeoscience/geoh5py.git@ca917b6f4e88bb687ed18f68630c5ac993cd7e76
+  url: git+https://github.com/MiraGeoscience/geoh5py.git@d45f41aa5af7958ced737f136ec27cca28068b54
   hash:
-    sha256: ca917b6f4e88bb687ed18f68630c5ac993cd7e76
+    sha256: d45f41aa5af7958ced737f136ec27cca28068b54
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/geoh5py.git@ca917b6f4e88bb687ed18f68630c5ac993cd7e76
+    url: git+https://github.com/MiraGeoscience/geoh5py.git@d45f41aa5af7958ced737f136ec27cca28068b54
   category: main
   optional: false
 - name: grid-apps
@@ -8497,8 +8492,8 @@ package:
   platform: linux-64
   dependencies:
     discretize: '>=0.12.0,<0.13.0'
-    geoapps-utils: 0.7.1.dev103+14c4c81
-    geoh5py: 0.14.0a1.dev275+ca917b6f
+    geoapps-utils: 0.8.0a3.dev11+fd9e5b6
+    geoh5py: 0.14.0a1
     numpy: '>=2.4.2,<2.5.0'
     pydantic: '>=2.12.0,<2.13.0'
     scipy: '>=1.17.0,<1.18.0'
@@ -8516,8 +8511,8 @@ package:
   platform: win-64
   dependencies:
     discretize: '>=0.12.0,<0.13.0'
-    geoapps-utils: 0.7.1.dev103+14c4c81
-    geoh5py: 0.14.0a1.dev275+ca917b6f
+    geoapps-utils: 0.8.0a3.dev11+fd9e5b6
+    geoh5py: 0.14.0a1
     numpy: '>=2.4.2,<2.5.0'
     pydantic: '>=2.12.0,<2.13.0'
     scipy: '>=1.17.0,<1.18.0'