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TUM Physics-based Simulation

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  1. PhiFlow PhiFlow Public

    A differentiable PDE solving framework for machine learning

    Python 2k 236

  2. pbdl-book pbdl-book Public

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

    Jupyter Notebook 1.4k 221

  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 125 10

Repositories

Showing 10 of 63 repositories
  • tadpole Public

    [NeurIPS2026] Flexible scientific foundation models trained with synthetic online data generation

    tum-pbs/tadpole's past year of commit activity
    Python 24 Apache-2.0 4 1 0 Updated Oct 30, 2026
  • PICT Public

    Official repository of the PICT Solver

    tum-pbs/PICT's past year of commit activity
    Python 58 Apache-2.0 7 5 2 Updated Oct 20, 2026
  • game-physics-template Public

    Template code for game physics lecture

    tum-pbs/game-physics-template's past year of commit activity
    C++ 10 30 3 3 Updated Oct 19, 2026
  • PICT-web Public
    tum-pbs/PICT-web's past year of commit activity
    Python 0 0 0 0 Updated Oct 13, 2026
  • INC Public

    INC: Implicit Neural Correction for PDE Solvers

    tum-pbs/INC's past year of commit activity
    Python 14 Apache-2.0 2 0 0 Updated Oct 2, 2026
  • stocbench Public

    Benchmark for Generative Modeling of Stochastic Dynamics

    tum-pbs/stocbench's past year of commit activity
    Python 2 MIT 1 0 0 Updated Sep 22, 2026
  • revit-web Public
    tum-pbs/revit-web's past year of commit activity
    JavaScript 0 0 0 0 Updated Sep 14, 2026
  • NonlinearRA Public

    Nonlinear Resolvent Analysis

    tum-pbs/NonlinearRA's past year of commit activity
    Python 2 Apache-2.0 2 0 0 Updated Aug 12, 2026
  • PhiML Public

    Intuitive scientific computing with dimension types for Jax, PyTorch, TensorFlow & NumPy

    tum-pbs/PhiML's past year of commit activity
    Python 112 MIT 14 5 1 Updated Aug 2, 2026
  • PhiFlow Public

    A differentiable PDE solving framework for machine learning

    Python 1,951 MIT 236 32 0 Updated Jul 16, 2026

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