geoelements / diffmpmLinks
Differentiable Material Point Method
☆38Updated 2 years ago
Alternatives and similar repositories for diffmpm
Users that are interested in diffmpm are comparing it to the libraries listed below
Sorting:
- [ICML 2023] Learning Neural Constitutive Laws from Motion Observations for Generalizable PDE Dynamics☆133Updated 2 years ago
- A 2D/3D FEM demo implemented by Taichi.☆16Updated last year
- Code for paper "Implicit Neural Spatial Representations for Time-dependent PDEs", ICML 2023☆47Updated last year
- 3-D elastic material simulation with Taichi using the Material Point Method (MPM)☆43Updated 4 years ago
- ☆63Updated 2 years ago
- ☆40Updated last year
- ☆131Updated 3 years ago
- ☆12Updated 3 years ago
- mpm solver implemented in WARP☆197Updated last year
- Code for Siggraph Asia paper☆19Updated last year
- Differentiable Simulation of Soft Multi-body Systems (NeurIPS 2021)☆53Updated 3 years ago
- [NeurIPS 2024] Official implementation of "NeuralClothSim: Neural Deformation Fields Meet the Thin Shell Theory"☆35Updated 11 months ago
- ☆22Updated 4 months ago
- Neural Walk-on-Spheres☆21Updated last year
- Physics Augmented Continuum Neural Radiance Fields for Geometry-Agnostic System Identification☆297Updated last year
- Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics (NeurIPS '22)☆59Updated last year
- A Computational Fluid Dynamics (CFD) simulation project implemented with Taichi.☆11Updated last year
- Fit low-dimensional subspaces to physical systems with neural networks (SIGGRAPH 2023)☆174Updated 2 years ago
- ☆19Updated 3 years ago
- ☆24Updated 5 months ago
- A course on developing MPM with Python☆22Updated 4 months ago
- ☆28Updated 3 months ago
- A Mesh-free Topology Optimization Method using Neural Representations☆37Updated 3 years ago
- A Taichi-powered high-performance numerical simulator for multiscale and multifield geophysical problems☆165Updated this week
- The pytorch implementation of the paper, "Physics Informed Neural Fields for Smoke Reconstruction with Sparse Data" (SIGGRAPH 2022 https:…☆57Updated 2 years ago
- Reimplementation of Learning Mesh-based Simulation With Graph Networks☆44Updated 4 years ago
- Smoothed Particle Hydrodynamics implementation with Python☆27Updated 2 years ago
- Sim-to-real benchmarking of differentiable projective dynamics on soft robots.☆21Updated 3 years ago
- ☆47Updated last year
- Masonry Shell Structures with Discrete Equivalence Classes (Siggraph 2023 Journal Track Paper)☆13Updated last year