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heterogeneous-media

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theocoiffard / LB-MultiScale

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LB-MultiScale — A Python library for Lattice Boltzmann simulations in heterogeneous porous media, supporting WBS and ZM schemes. From Navier–Stokes to Darcy, it enables multi-permeability modeling.

simulation python-library cfd numerical-methods navier-stokes multiscale fluid-dynamics computational-fluid-dynamics multi-physics lattice-boltzmann lbm stokes porous-media permeability darcy wbs-scheme zm-scheme heterogeneous-media darcy-brinkman multi-porous
  • Updated Nov 25, 2025
  • Python

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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