Reservoir simulation in Julia: Multi-phase, multi-component Darcy flow based on Jutul.jl
A python package for physics-informed machine learning for solving partial differential equations
SOFTBALL: SOlidification, Flow, and Thermodynamics in Binary ALLoys. A code for simulating convection in mushy layers with Adaptive Mesh Refinement.
Implementation of the Reduced Basis Method
Microscale lung capillary perfusion and gas exchange modeling.
Groundwater flow equation: Finite-difference forward, adjoint, and gradient operators with PyTorch wrapper
An educational project on gas flow through porous media, covering Darcy–Forchheimer modeling, compressibility effects, pressure-drop prediction for flat and cylindrical samples, and Python-based numerical calculations.
SpectralNet v4: differentiable Chernoff–Remizov trajectories for inverse problems (1D Darcy). Companion code for Zenodo 10.5281/zenodo.19637120.
A reduced-order Python repository for simulating espresso extraction as flow through a compressed porous medium.
SpectralNet v5: spectral evaluation of 2D Chernoff–Remizov trajectories for 2D Darcy inverse problems. Companion code for Zenodo 10.5281/zenodo.19664767.
An educational project on gas flow through porous media, covering Darcy–Forchheimer modeling, compressibility effects, pressure-drop prediction for flat and cylindrical samples, and Python-based numerical calculations.
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