mesh-adaptation / UM2NLinks
[NeurIPS 2024 Spotlight] Towards Universal Mesh Movement Networks
☆20Updated 4 months ago
Alternatives and similar repositories for UM2N
Users that are interested in UM2N are comparing it to the libraries listed below
Sorting:
- Neural SPH☆37Updated last year
- Code repo for Fluid Graph Network☆25Updated 3 years ago
- LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA…☆30Updated last year
- ☆15Updated 2 years ago
- Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics (NeurIPS '22)☆59Updated last year
- ☆60Updated last year
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆67Updated 10 months ago
- ☆24Updated 2 years ago
- Generative turbulence model TurbDiff as proposed in "From Zero to Turbulence: Generative Modeling for 3D Flow Simulation", ICLR 2024☆28Updated 2 weeks ago
- [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing☆41Updated last year
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆39Updated 3 years ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆53Updated last year
- An extensible benchmark suite to evaluate data-driven physical simulation☆30Updated 3 years ago
- ☆60Updated 7 months ago
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆24Updated 5 months ago
- [ICLR 2024] Neural Spectral Methods: Self-supervised learning in the spectral domain.☆47Updated last year
- ☆98Updated 9 months ago
- ☆128Updated 2 years ago
- ☆32Updated 3 years ago
- A collection of CFD related resources for Taichi developers.☆146Updated 8 months ago
- Latent Space Subdivision: Stable and Controllable Time Predictions for Fluid Flow☆24Updated 3 years ago
- ☆37Updated 4 months ago
- Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers☆167Updated 3 years ago
- Official implementation of Diffusion Graph Networks (DGNs)☆72Updated 8 months ago
- Code, technical details and links to datasets and trained models for TopoDiff☆51Updated 2 years ago
- A Mesh-free Topology Optimization Method using Neural Representations☆37Updated 4 years ago
- Code for Mesh Transformer describes in the EAGLE dataset☆42Updated 8 months ago
- 2-Dimensional Finite-Volume-Method compressible fluid solver in Taichi language☆63Updated 4 years ago
- Accelerating Physics Informed Neural Networks (PINNs) using Meshless Discretizations☆31Updated 2 years ago
- Adaptive Swarm Mesh Refinement☆20Updated last year