snap-stanford / le_pdeLinks
LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA accuracy
☆26Updated last year
Alternatives and similar repositories for le_pde
Users that are interested in le_pde are comparing it to the libraries listed below
Sorting:
- [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing☆40Updated last year
- ☆15Updated 2 years ago
- ☆24Updated 2 years ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆51Updated last year
- ☆52Updated 3 years ago
- Generative turbulence model TurbDiff as proposed in "From Zero to Turbulence: Generative Modeling for 3D Flow Simulation", ICLR 2024☆24Updated 4 months ago
- ☆57Updated 10 months ago
- [NeurIPS2024] DiffPhyCon uses generative models to control complex physical systems☆42Updated 4 months ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs☆66Updated last year
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆28Updated 6 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆57Updated last year
- ICON for in-context operator learning☆54Updated 4 months ago
- [ICLR24] CinDM uses compositional generative models to design boundaries and initial states significantly more complex than the ones seen…☆36Updated last year
- [ICML 2025] M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation.☆17Updated last month
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆32Updated last year
- Code for the ICLR 2020 paper "Learning to Control PDEs"☆33Updated 5 years ago
- [ICLR2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.☆35Updated last week
- Official implementation of Scalable Transformer for PDE surrogate modelling☆46Updated last year
- Neural SPH☆32Updated 11 months ago
- A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2☆37Updated 3 years ago
- ☆80Updated 9 months ago
- Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusi…☆68Updated 7 months ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆38Updated 2 years ago
- ☆43Updated last year
- Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics (NeurIPS '22)☆54Updated last year
- ☆21Updated last year
- MeshGraphNets (MGN)☆64Updated last year
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆63Updated 5 months ago
- [ICML 2023] Non-Uniform Neural Operator (NUNO)☆25Updated last year
- ☆32Updated 11 months ago