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unsaturated-flow

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gstinoco / Richards2D-DL

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Reproducible time-conditioned U-Net surrogate for two-dimensional Richards-equation soil infiltration, with a qualified numerical reference, a 208-scenario corpus, locked evaluation, and portable inference.

deep-learning reproducible-research pytorch hydrology richards-equation u-net surrogate-models scientific-machine-learning finite-volume-method vadose-zone spatiotemporal-modeling heterogeneous-media soil-physics unsaturated-flow soil-infiltration soil-hydraulics
  • Updated Sep 2, 2026
  • Python

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