TUM Physics-based Simulation

Popular repositories Loading

1. PhiFlow PhiFlow Public

   A differentiable PDE solving framework for machine learning

   Python 1.9k 235

2. pbdl-book pbdl-book Public

   Welcome to the Physics-based Deep Learning Book v0.3 - the GenAI Edition

   Jupyter Notebook 1.4k 219

3. MSBG MSBG Public

   Multiresolution Sparse Block Grids (MSBG) library

   C++ 184 31

4. Solver-in-the-Loop Solver-in-the-Loop Public

   Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers

   Python 181 33

5. mantaflow mantaflow Public

   Forked from thunil/mantaflow

   mantaflow is an open-source framework targeted at fluid simulation research in Computer Graphics and Machine Learning.

   C++ 152 31

6. ConFIG ConFIG Public

   [ICLR2025 Spotlight] Official implementation of Conflict-Free Inverse Gradients Method

   Python 123 10