metriplectic

Void Dynamics Model (VDM): A two branch framework unifying a real-time cognitive substrate runtime with a rigorous metriplectic-dynamics QGT lattice framework for physics. Lineage: AMN -> FUM -> VDM

Five-arm failure atlas proving physical constraints inside JEPA latent predictors certify properties disjoint from the ones they enforce. Lorenz-63 + 4-D hyperchaotic Lorenz, metriplectic/GENERIC, differentiable QR Lyapunov tracking, no-go theorem. NMI Letters + IEEEtran manuscripts.

Gate-certified Counterfactual Echo Gain instrumentation for VDM metriplectic assisted-echo experiments.

The official Neuroca, Inc. repository for the Void Dynamics Model research project.