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VEGAS

Variational Encoder Geostatistical Analysis (VEGAS): a fast deep neural network (DNN)-based reduced order model (ROM) for bathymetry estimation

  • bathymetry_VEGAS_inverse.ipynb: supervised variational encoder-based solver

Reference:

M. Forghani et al., “Variational encoder geostatistical analysis (VEGAS) with an application to large scale riverine bathymetry”, submitted (2021). https://arxiv.org/abs/2111.11719

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