Postdoctoral Researcher at Oregon State University working on statistical and hybrid models for coastal hazards, compound flooding, and climate-risk assessment.
Most of my work revolves around scientific Python and reproducible coastal modeling workflows.
I'm always interested in learning and collaborating on topics related to:
- Climate emulation
- Statistical, Hybrid and Dynamical Downscaling
- Probabilistic methods
- Machine learning
- High-performance computing (CPU & GPU)
- Coastal hazard and risk assessment
Hybrid downscaling of multimodal directional wave spectra from offshore to intermediate and nearshore waters based on SWAN.
A hybrid surrogate model for efficient reconstruction of wave transformation over one-dimensional coastal profiles using the hydrodynamic wave model SWASH-1D. Code
Extension of HySwash for bimodal sea states and prediction of wave runup distribution.
A surrogate-model-based framework for two-dimensional compound coastal flooding built on the nearshore surrogate BinWaves (Cagigal et al. 2024), HySwash and SFINCS-GPU.
