/DNN-based-fast-solver-of-SWEs

Primary LanguageJupyter Notebook

DNN-based-fast-solver-of-the-SWEs

Deep neural network (DNN)-based fast solver of the shallow water equations (SWEs)

  • bathymetry_PCA_DNN_forward.ipynb: principal component analysis-deep neural network based solver
  • bathymetry_SE_forward.ipynb: supervised encoder-based solver
  • bathymetry_SVE_forward.ipynb: supervised variational encoder-based solver