Projects in Awesome Lists tagged with differentiable-simulations
A curated list of projects in awesome lists tagged with differentiable-simulations .
https://github.com/tum-pbs/phiflow
A differentiable PDE solving framework for machine learning
deep-learning differentiable-simulations fluid-simulations neural-networks pde-solver
Last synced: 14 May 2025
https://github.com/tum-pbs/PhiFlow
A differentiable PDE solving framework for machine learning
deep-learning differentiable-simulations fluid-simulations neural-networks pde-solver
Last synced: 14 Mar 2025
https://github.com/agenttorch/agenttorch
large population models
agent-based-modeling ai-agents-framework autograd differentiable-simulations scientific-computing
Last synced: 14 Dec 2025
https://github.com/AgentTorch/AgentTorch
large population models
agent-based-modeling ai-agents-framework autograd differentiable-simulations scientific-computing
Last synced: 09 Dec 2025
https://github.com/ucl-bug/jwave
A JAX-based research framework for differentiable and parallelizable acoustic simulations, on CPU, GPUs and TPUs
acoustics differentiable-simulations gpu gpu-acceleration jax kwave physics-informed-neural-networks scientific-machine-learning simulation tpu-acceleration ultrasound wave-equation
Last synced: 04 Apr 2026
https://github.com/jaxleyverse/jaxley
Differentiable neuron simulations with biophysical detail on CPU, GPU, or TPU.
biophysics differentiable-simulations hodgkin-huxley-model jax neuroscience
Last synced: 09 Mar 2026
https://github.com/torchmd/mdgrad
Pytorch differentiable molecular dynamics
chemistry differentiable-simulations force-field-optimization graph-neural-networks molecular-dynamics physics-simulation polymer quantum-dynamics quantum-isomerization statistical-mechanics
Last synced: 25 Dec 2025
https://github.com/svenkreiss/socialforce
Differentiable Social Force simulation with universal interaction potentials.
differentiable-simulations social-force-model
Last synced: 07 Apr 2025
https://github.com/leo1200/astronomix
differentiable (magneto)hydrodynamics for astrophysics in JAX
astrophysics differentiable-programming differentiable-simulations fluid-dynamics jax mhd-simulation
Last synced: 13 Jan 2026
https://github.com/qiauil/torchfsm
TorchFSM: Fourier Spectral Method with PyTorch
deep-learning differentiable-simulations pde physics-simulation pytorch
Last synced: 16 Jun 2025
https://github.com/jeertmans/differt
Differentiable Ray Tracing Toolbox for Radio Propagation Simulations
differentiable-simulations radio-propagation raytracing
Last synced: 11 Apr 2026
https://github.com/bertoldi-collab/difflexmm
Differentiable Flexible Mechanical Metamaterials
architected-materials automatic-differentiation differentiable-physics differentiable-simulations inverse-design mechanical-metamaterials metamaterial-design nonlinear-dynamics nonlinear-optimization nonlinear-waves
Last synced: 19 Apr 2025
https://github.com/bertoldi-collab/morphing-lattices
Simulation and design of shape morphing LCE lattices
differentiable-simulations inverse-design lattice-material liquid-crystal-elastomers mechanical-metamaterials shape-morphing topology-optimization
Last synced: 07 Nov 2025
https://github.com/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"
bayesian-optimization differentiable-simulations machine-learning
Last synced: 06 Mar 2026
https://github.com/ghost---shadow/sudoku-backprop-nmr
Solving SuDoKu with backprop and take an NMR of it while at it
differentiable-programming differentiable-simulations nmr-spectroscopy nuclear-magnetic-resonance sudoku-solver
Last synced: 20 Jun 2026
