Reproducible numerical validation of ADR1D-ML and ADR1D-NN using a locked analytical challenge set, a finite-volume reference, persisted evidence, and a DOI-ready technical report.
python machine-learning reproducible-research open-science neural-networks computational-science model-validation technical-report reactive-transport contaminant-transport scientific-machine-learning finite-volume-method groundwater-modeling environmental-modeling numerical-validation subsurface-transport advection-dispersion-reaction
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Updated
Sep 1, 2026 - Python