mesh-adaptation / UM2NLinks
[NeurIPS 2024 Spotlight] Towards Universal Mesh Movement Networks
☆19Updated 2 months ago
Alternatives and similar repositories for UM2N
Users that are interested in UM2N are comparing it to the libraries listed below
Sorting:
- ☆15Updated 2 years ago
- ☆25Updated 2 years ago
- LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA…☆28Updated last year
- ☆58Updated last year
- [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing☆40Updated last year
- Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics (NeurIPS '22)☆57Updated last year
- Generative turbulence model TurbDiff as proposed in "From Zero to Turbulence: Generative Modeling for 3D Flow Simulation", ICLR 2024☆27Updated 6 months ago
- Neural SPH☆34Updated last year
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆65Updated 8 months ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆52Updated last year
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆39Updated 2 years ago
- Code repo for Fluid Graph Network☆25Updated 3 years ago
- ☆97Updated 7 months ago
- ☆61Updated 5 months ago
- [ICML 2025] M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation.☆20Updated 4 months ago
- ☆32Updated 2 months ago
- This repository contains code, which was used to generate large-scale results in the HINTS paper.☆30Updated 11 months ago
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆20Updated 3 months ago
- [ICLR 2024] Neural Spectral Methods: Self-supervised learning in the spectral domain.☆46Updated last year
- ☆32Updated 3 years ago
- MeshGraphNets (MGN)☆67Updated last year
- Official implementation of Diffusion Graph Networks (DGNs)☆68Updated 6 months ago
- ☆126Updated 2 years ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs☆71Updated last year
- [ICML 2023] Non-Uniform Neural Operator (NUNO)☆25Updated 2 years ago
- Code for "Robust flow field reconstruction from limited measurements vis sparse representation" (J. Callaham, K. Maeda, and S. Brunton 20…☆14Updated 6 years ago
- A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2☆37Updated 4 years ago
- Code, technical details and links to datasets and trained models for TopoDiff☆45Updated last year
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆29Updated 9 months ago
- Code for Mesh Transformer describes in the EAGLE dataset☆41Updated 6 months ago