GitHub topics: differentiable-simulations
AgentTorch/AgentTorch
large population models
Language: Jupyter Notebook - Size: 135 MB - Last synced at: about 13 hours ago - Pushed at: 18 days ago - Stars: 371 - Forks: 62
jeertmans/DiffeRT
Differentiable Ray Tracing Toolbox for Radio Propagation Simulations
Language: Python - Size: 23.9 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 30 - Forks: 4
jaxleyverse/jaxley
Differentiable neuron simulations with biophysical detail on CPU, GPU, or TPU.
Language: Python - Size: 20.2 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 98 - Forks: 17
tum-pbs/PhiFlow
A differentiable PDE solving framework for machine learning
Language: Python - Size: 888 MB - Last synced at: 2 days ago - Pushed at: 2 months ago - Stars: 1,627 - Forks: 209
desy-ml/cheetah
Fast and differentiable particle accelerator optics simulation for reinforcement learning and optimisation applications.
Language: Python - Size: 61.3 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 48 - Forks: 22
pyrddlgym-project/pyRDDLGym-jax
JAX compilation of RDDL description files, and a differentiable planner in JAX.
Language: Python - Size: 34.4 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 7 - Forks: 1
qiauil/torchfsm
TorchFSM: Fourier Spectral Method with PyTorch
Language: Python - Size: 75.3 MB - Last synced at: 11 days ago - Pushed at: 16 days ago - Stars: 44 - Forks: 4
Huangzizhou/ShockProtection
[Siggraph Asia 2024] Optimized shock-protecting microstructures
Language: C++ - Size: 34.6 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 4 - Forks: 1
minliu01/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: Python - Size: 64.2 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 30 - Forks: 4
milanofthe/pathsim
A differentiable block-based time domain hybrid system simulation framework.
Language: Python - Size: 9.31 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 137 - Forks: 9
ucl-bug/jwave
A JAX-based research framework for differentiable and parallelizable acoustic simulations, on CPU, GPUs and TPUs
Language: Python - Size: 54.8 MB - Last synced at: 13 days ago - Pushed at: 9 months ago - Stars: 170 - Forks: 21
svenkreiss/socialforce
Differentiable Social Force simulation with universal interaction potentials.
Language: Jupyter Notebook - Size: 68.6 MB - Last synced at: 6 days ago - Pushed at: 10 months ago - Stars: 129 - Forks: 43
GaoyuanWu/JaxSSO
A differentiable finite element analysis solver for structural optimization based on JAX
Language: Jupyter Notebook - Size: 89.3 MB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 29 - Forks: 0
sfalmo/dynamical-gauge
Dynamical gauge invariance of statistical mechanics
Language: Julia - Size: 24.4 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
bertoldi-collab/DifFlexMM
Differentiable Flexible Mechanical Metamaterials
Language: Jupyter Notebook - Size: 38.2 MB - Last synced at: 2 months ago - Pushed at: 7 months ago - Stars: 19 - Forks: 5
SuperkakaSCU/JAX-CPFEM
Efficient GPU-computing simulation for differentiable crystal plasticity finite element method
Language: Python - Size: 19.6 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 21 - Forks: 3
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 Notebook - Size: 141 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 4 - Forks: 1
torchmd/mdgrad
Pytorch differentiable molecular dynamics
Language: Python - Size: 215 MB - Last synced at: 5 months ago - Pushed at: almost 3 years ago - Stars: 172 - Forks: 17
bertoldi-collab/morphing-lattices
Simulation and design of shape morphing LCE lattices
Language: Jupyter Notebook - Size: 269 MB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 8 - Forks: 1
andrejobuljen/JaxPM-Hi-Fi-mocks Fork of DifferentiableUniverseInitiative/JaxPM
JAX-powered Hi-Fi mocks
Language: Jupyter Notebook - Size: 6.94 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0
omegaiota/DiffCloth
Code repository for our paper DiffCloth: Differentiable Cloth Simulation with Dry Frictional Contact
Language: C++ - Size: 246 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 329 - Forks: 30
gengshan-y/ppr
Code for PPR: Physically Plausible Reconstruction from Monocular Videos (ICCV 23).
Size: 154 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 43 - Forks: 0
ramithuh/differentiable-trees
Given leaf nodes, generate the most cost effective tree topology and ancestors using gradient descent
Language: Jupyter Notebook - Size: 19.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
eanswer/DiffHand
[RSS 2021] An End-to-End Differentiable Framework for Contact-Aware Robot Design
Language: C++ - Size: 75.1 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 75 - Forks: 16
dav0dea/neural-automaton
Trying out neural cellular automata for different kinds of problems
Language: Python - Size: 18.6 KB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
