geoelements / diffmpm
Differentiable Material Point Method
☆29Updated last year
Related projects ⓘ
Alternatives and complementary repositories for diffmpm
- [ICML 2023] Learning Neural Constitutive Laws from Motion Observations for Generalizable PDE Dynamics☆97Updated last year
- 3-D elastic material simulation with Taichi using the Material Point Method (MPM)☆36Updated 3 years ago
- Code for paper "Implicit Neural Spatial Representations for Time-dependent PDEs", ICML 2023☆36Updated 11 months ago
- A Taichi-powered high-performance numerical simulator for multiscale and multifield geophysical problems☆93Updated 3 months ago
- ☆11Updated 2 years ago
- ☆107Updated 2 years ago
- A course on developing MPM with Python☆16Updated last year
- Code for Siggraph Asia paper☆17Updated 10 months ago
- Differentiable Simulation of Soft Multi-body Systems (NeurIPS 2021)☆48Updated 2 years ago
- mpm solver implemented in WARP☆142Updated 2 months ago
- ☆10Updated 2 months ago
- A Mesh-free Topology Optimization Method using Neural Representations☆29Updated 3 years ago
- ☆55Updated last year
- ☆13Updated last month
- Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics (NeurIPS '22)☆49Updated 6 months ago
- Code, technical details and links to datasets and trained models for TopoDiff☆35Updated last year
- [NeurIPS 2024] Official implementation of "NeuralClothSim: Neural Deformation Fields Meet the Thin Shell Theory"☆16Updated last week
- ☆21Updated last year
- [ICML 2022] NeuroFluid: Fluid Dynamics Grounding with Particle-Driven Neural Radiance Fields☆83Updated last year
- Fit low-dimensional subspaces to physical systems with neural networks (SIGGRAPH 2023)☆155Updated last year
- Physics Augmented Continuum Neural Radiance Fields for Geometry-Agnostic System Identification☆263Updated 2 months ago
- An optimization tool for additive manufacturing using automatic differentiation☆54Updated 3 years ago
- Smoothed Particle Hydrodynamics implementation with Python☆22Updated last year
- We compare the gradients calculated by different differentiable contact model implementations.☆45Updated last year
- ☆14Updated last year
- ☆48Updated 2 months ago
- Graph Network Simulator☆136Updated 2 weeks ago
- ☆18Updated 3 years ago
- [ACMMM 2021, Oral] Code release for "Elastic Tactile Simulation Towards Tactile-Visual Perception"☆45Updated 2 years ago