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
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Updated
Sep 2, 2026 - Python