kks32 / learning_to_simulateLinks
☆21Updated 3 years ago
Alternatives and similar repositories for learning_to_simulate
Users that are interested in learning_to_simulate are comparing it to the libraries listed below
Sorting:
- Differentiable Material Point Method☆43Updated 2 years ago
- Graph Network Simulator☆205Updated 2 months ago
- [ICML 2023] Learning Neural Constitutive Laws from Motion Observations for Generalizable PDE Dynamics☆146Updated 2 years ago
- Code for paper "Implicit Neural Spatial Representations for Time-dependent PDEs", ICML 2023☆46Updated 2 years ago
- Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics (NeurIPS '22)☆61Updated last year
- ☆47Updated last year
- ☆143Updated 3 years ago
- ☆69Updated last year
- ☆43Updated last month
- Code repository for "Lagrangian Fluid Simulation with Continuous Convolutions", ICLR 2020.☆231Updated last year
- A 2D/3D FEM demo implemented by Taichi.☆20Updated 2 years ago
- Minimal pytorch version of https://github.com/deepmind/deepmind-research/tree/master/learning_to_simulate☆54Updated 4 years ago
- a finite element solver based on Taichi, being parallel (CPU/GPU), portable and open-source☆183Updated last year
- ☆68Updated 2 years ago
- PyTorch implementations of Learning Mesh-based Simulation With Graph Networks☆229Updated last month
- ☆18Updated 4 years ago
- Fit low-dimensional subspaces to physical systems with neural networks (SIGGRAPH 2023)☆179Updated 2 years ago
- 3-D elastic material simulation with Taichi using the Material Point Method (MPM)☆44Updated 4 years ago
- A Taichi-powered high-performance numerical simulator for multiscale and multifield geophysical problems☆184Updated last month
- A collection of CFD related resources for Taichi developers.☆151Updated 10 months ago
- ☆48Updated last year
- ☆12Updated 3 years ago
- Code for Siggraph Asia paper☆19Updated 2 years ago
- ☆27Updated 8 months ago
- [ICML 2022] NeuroFluid: Fluid Dynamics Grounding with Particle-Driven Neural Radiance Fields☆88Updated 2 years ago
- mpm solver implemented in WARP☆215Updated last year
- Sim-to-real benchmarking of differentiable projective dynamics on soft robots.☆22Updated 4 years ago
- [ICLR 2023] FluidLab: A Differentiable Environment for Benchmarking Complex Fluid Manipulation☆234Updated 2 years ago
- Sources for the paper Real2Sim: Visco-elastic parameter estimation from dynamic motion (and partially also ADD: Analytically Differentiab…☆11Updated 2 years ago
- Differentiable Simulation of Soft Multi-body Systems (NeurIPS 2021)☆55Updated 3 years ago