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TUM Physics-based Simulation

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  1. PhiFlow Public

    A differentiable PDE solving framework for machine learning

    Python 802 126

  2. Welcome to the Physics-based Deep Learning Book (v0.2)

    Jupyter Notebook 538 83

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

    Python 117 23

  4. Forked from thunil/mantaflow

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

    C++ 110 22

  5. Forked from thunil/Physics-Based-Deep-Learning

    Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond

    39 12

  6. LSIM Public

    LSiM is a learned metric to compute distance values for 2D data from numerical simulations

    Python 28 4

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