1. Machine learning for ocean and coastal modeling

1) A Factorized Fourier Neural Operator Surrogate for Basin-Scale Tsunami Propagation

Model Zenodo Link: https://zenodo.org/records/19198928

Example tsunami-propagation comparison between the COMCOT reference simulation and the F-FNO emulator. The animation shows free-surface elevation η over the first 100 forecast frames. The color scale is fixed across all frames.

2) Unet++convLSTM based Ocean Wave Emulator using Deep Learning and Physics-Based Models

Model github link : https://github.com/fetchcast/Coastal-Wave-Emulator/

2. Delft3D-FM Flow and Wave Simulation for Ocean wave dynamics, Storm surge and coastal floodin