#

physics-constrained-machine-learning

Here is 1 public repository matching this topic...

gstinoco / ADR1D-NN

Verified physics-constrained PyTorch surrogate for fast prediction of one-dimensional reactive contaminant transport fields.

machine-learning deep-learning neural-network reproducible-research pytorch open-science water-quality partial-differential-equations computational-science reactive-transport contaminant-transport scientific-machine-learning surrogate-model numerical-simulation environmental-modeling advection-diffusion physics-constrained-machine-learning

Updated Sep 1, 2026
Python

Add this topic to your repo

To associate your repository with the physics-constrained-machine-learning topic, visit your repo's landing page and select "manage topics."