nmwsharp / neural-physics-subspaces
Fit low-dimensional subspaces to physical systems with neural networks (SIGGRAPH 2023)
☆155Updated last year
Related projects ⓘ
Alternatives and complementary repositories for neural-physics-subspaces
- ☆107Updated 2 years ago
- A curated collection of Python examples for optimization-based solid simulation, emphasizing algorithmic convergence, penetration-free, a…☆165Updated 3 months ago
- Grid-Free Monte Carlo PDE solvers☆154Updated last month
- [ICML 2023] Learning Neural Constitutive Laws from Motion Observations for Generalizable PDE Dynamics☆100Updated last year
- Geometry processing research tutorial in python - as presented at SGP 2024.☆51Updated 4 months ago
- mpm solver implemented in WARP☆142Updated 3 months ago
- Differentiable Simulation of Soft Multi-body Systems (NeurIPS 2021)☆48Updated 2 years ago
- A curated set of C++ examples for optimization-based elastodynamic contact simulation using CUDA, emphasizing algorithmic convergence, pe…☆75Updated 3 months ago
- MeshTaichi: A Compiler for Efficient Mesh-based Operations (SIGGRAPH Asia 2022)☆229Updated last year
- The mdbook source of a free online book on the theory and algorithms of physics-based simulations. You are welcome to make contributions …☆95Updated 3 months ago
- Differentiable simulation for system identification and visuomotor control☆181Updated last year
- A simple parametric model of plain-knit yarn curves, with C code and other resources.☆51Updated last year
- Physics Augmented Continuum Neural Radiance Fields for Geometry-Agnostic System Identification☆266Updated 3 months ago
- ☆55Updated last year
- This is the first fully GPU Optimized IPC framework☆101Updated 6 months ago
- Efficient Differentiable Simulation of Articulated Bodies (ICML2021)☆94Updated 2 years ago
- ☆76Updated last year
- ☆14Updated 2 months ago
- A collection of utility functions to prototype geometry processing research in python☆202Updated 3 weeks ago
- Public code release for the ACM Transactions on Graphics paper "Breaking Good: Fracture Modes for Realtime Destruction" and the NeurIPS 2…☆94Updated last year
- Differentiable Material Point Method☆29Updated last year
- Code for Siggraph Asia paper☆17Updated 11 months ago
- Scalable Differentiable Physics for Learning and Control (ICML2020)☆165Updated 3 months ago
- ☆98Updated 2 years ago
- Repository for SIGGRAPH 2023 paper "A Fast Geometric Multigrid Method for Curved Surfaces"☆65Updated 9 months ago
- ☆74Updated 4 years ago
- Differentiable Cutting Simulator☆102Updated last month
- Simple didactic code + tutorial for the Walk on Stars (WoSt) algorithm☆83Updated last year
- Robust, intersection-free, simulations of rigid bodies.☆143Updated this week