Repositories tagged with "differentiable-simulations"
PhiFlow
tum-pbs
โA differentiable PDE solving framework for machine learningโ
AgentTorch
โlarge population modelsโ
DiffCloth
omegaiota
โCode repository for our paper DiffCloth: Differentiable Cloth Simulation with Dry Frictional Contactโ
jwave
ucl-bug
โA JAX-based research framework for differentiable and parallelizable acoustic simulations, on CPU, GPUs and TPUsโ
jaxley
jaxleyverse
โDifferentiable neuron simulations with biophysical detail on CPU, GPU, or TPU.โ
mdgrad
torchmd
โPytorch differentiable molecular dynamics โ
TensorMesh
camlab-ethz
โA fast, differentiable, JIT-free, debugging-friendly finite element library for PyTorch.โ
DiffHand
eanswer
โ[RSS 2021] An End-to-End Differentiable Framework for Contact-Aware Robot Designโ
socialforce
svenkreiss
โDifferentiable Social Force simulation with universal interaction potentials.โ
comfree_warp
asu-iris
โA GPU-Parallel analytical physics engine with mujoco API compatibilityโ
ppr
gengshan-y
โCode for PPR: Physically Plausible Reconstruction from Monocular Videos (ICCV 23).โ
JAX-CPFEM
SuperkakaSCU
โEfficient GPU-computing simulation for differentiable crystal plasticity finite element methodโ
softtorch
a-paulus
โA library for soft differentiable relaxations of common PyTorch functions.โ
cheetah
desy-ml
โFast and differentiable particle accelerator optics simulation for reinforcement learning and optimisation applications.โ
DiffeRT
jeertmans
โDifferentiable Ray Tracing Toolbox for Radio Propagation Simulationsโ
astronomix
leo1200
โdifferentiable (magneto)hydrodynamics for astrophysics in JAXโ
torchfsm
qiauil
โTorchFSM: Fourier Spectral Method with PyTorchโ
