Powerful shallow-water implementations in pure Python
Shallow water equations solver with finite differences written in Python. Arakawa C-grid, Arakawa...
A deep learning package for many-body potential energy representation and molecular dynamics
Processing framework for FOWD, a free ocean wave dataset, ready for your ML application
The versatile ocean simulator, in pure Python, powered by JAX.
A differentiable PDE solving framework for machine learning
Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers
Source code for the ICLR'22 paper on "Half-Inverse Gradients"
Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics (NeurIPS '22)
Simple Python implementation of Shallow Water Equations
Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-im...