GitHub topics: differentiable-physics
agdestein/IncompressibleNavierStokes.jl
Incompressible Navier-Stokes solver
Language: Julia - Size: 524 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 68 - Forks: 16
ctu-vras/monoforce
[IROS 2024] [ICML 2024 Workshop Differentiable Almost Everything] MonoForce: Learnable Image-conditioned Physics Engine
Language: Jupyter Notebook - Size: 458 MB - Last synced at: 9 days ago - Pushed at: 10 days ago - Stars: 73 - Forks: 8
bertoldi-collab/DifFlexMM
Differentiable Flexible Mechanical Metamaterials
Language: Jupyter Notebook - Size: 38.2 MB - Last synced at: 7 days ago - Pushed at: 5 months ago - Stars: 19 - Forks: 5
Ceyron/exponax
Efficient Differentiable n-d PDE solvers in JAX.
Language: Jupyter Notebook - Size: 26.9 MB - Last synced at: 21 days ago - Pushed at: 6 months ago - Stars: 28 - Forks: 1
tum-pbs/apebench
[Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled Training; Rollout Metrics)
Language: Python - Size: 4.15 MB - Last synced at: 17 days ago - Pushed at: 5 months ago - Stars: 65 - Forks: 1
ddrous/Updes
Universal Partial Differential Equations Simulator
Language: Python - Size: 53.1 MB - Last synced at: 20 days ago - Pushed at: 3 months ago - Stars: 22 - Forks: 2
bobarna/eigenfluid-control
Controlling fluids in a reduced-dimensional simulation.
Language: Jupyter Notebook - Size: 21.7 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 6 - Forks: 1
jejjohnson/jaxsw
Simple differentiable approximate ocean models built with JAX.
Language: Jupyter Notebook - Size: 107 MB - Last synced at: 20 days ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 1
XJay18/NeuMA
[NeurIPS 2024] NeuMA: Neural Material Adaptor for Visual Grounding of Intrinsic Dynamics
Language: Python - Size: 1.13 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 22 - Forks: 3
Ceyron/trainax
Training methodologies for autoregressive neural operators in JAX.
Language: Python - Size: 6.43 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0
gengshan-y/ppr-diffphys
This repo contains the differentiable physics simulation module in "PPR: Physically Plausible Reconstruction from Monocular Videos". ICCV 23.
Language: Python - Size: 34.4 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 22 - Forks: 3
ddrous/sphpc
A high performance data-driven and differentiable SPH fluid solver
Language: Python - Size: 542 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0