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TUM Physics-based Simulation

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  1. PhiFlow PhiFlow Public

    A differentiable PDE solving framework for machine learning

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  2. pbdl-book pbdl-book Public

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

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

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    Multiresolution Sparse Block Grids (MSBG) library

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  5. mantaflow mantaflow Public

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

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  6. autoreg-pde-diffusion autoreg-pde-diffusion Public

    Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation

    Jupyter Notebook 110 13

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