differentiable-simulations

There are 16 repositories under differentiable-simulations topic.

  • PhiFlow

    tum-pbs/PhiFlow

    A differentiable PDE solving framework for machine learning

    Language:Python1.4k2682192

  • omegaiota/DiffCloth

    Code repository for our paper DiffCloth: Differentiable Cloth Simulation with Dry Frictional Contact

    Language:C++357162033

  • torchmd/mdgrad

    Pytorch differentiable molecular dynamics

    Language:Python1688116

  • AgentTorch/AgentTorch

    large population models

    Language:Jupyter Notebook16251223

  • ucl-bug/jwave

    A JAX-based research framework for differentiable and parallelizable acoustic simulations, on CPU, GPUs and TPUs

    Language:Python13785821

  • eanswer/DiffHand

    [RSS 2021] An End-to-End Differentiable Framework for Contact-Aware Robot Design

    Language:C++1244716

  • svenkreiss/socialforce

    Differentiable Social Force simulation with universal interaction potentials.

    Language:Jupyter Notebook1234342

  • gengshan-y/ppr

    Code for PPR: Physically Plausible Reconstruction from Monocular Videos (ICCV 23).

    721300

  • desy-ml/cheetah

    Fast and differentiable particle accelerator optics simulation for reinforcement learning and optimisation applications.

    Language:Python33713413

  • damianliumin/SoftMAC

    Code repository for our paper SoftMAC: Differentiable Soft Body Simulation with Forecast-based Contact Model and Two-way Coupling with Articulated Rigid Bodies and Clothes

    Language:Python20112

  • GaoyuanWu/JaxSSO

    A differentiable finite element analysis solver for structural optimization based on JAX

    Language:Jupyter Notebook20100

  • jeertmans/DiffeRT

    Differentiable Ray Tracing Toolbox for Radio Propagation Simulations

    Language:Python6231

  • andrejobuljen/JaxPM-Hi-Fi-mocks

    JAX-powered Hi-Fi mocks

    Language:Jupyter Notebook2000

  • desy-ml/cheetah-demos

    Demos of Cheetah being used for various applications presented in "Cheetah: Bridging the Gap Between Machine Learning and Particle Accelerator Physics with High-Speed, Differentiable Simulations"

    Language:Jupyter Notebook2220

  • pyrddlgym-project/pyRDDLGym-jax

    JAX compilation of RDDL description files, and a differentiable planner in JAX.

    Language:Python2231

  • PhilippThoelke/neural-automaton

    Trying out neural cellular automata for different kinds of problems

    Language:Python10