snap-stanford / le_pdeLinks
LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA accuracy
☆28Updated 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:
- Generative turbulence model TurbDiff as proposed in "From Zero to Turbulence: Generative Modeling for 3D Flow Simulation", ICLR 2024☆27Updated 6 months ago
- [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
- [ICML 2025] M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation.☆20Updated 3 months ago
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆29Updated 8 months ago
- ☆52Updated 3 years ago
- [ICLR2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.☆40Updated 2 months ago
- ☆58Updated last year
- Official implementation of Scalable Transformer for PDE surrogate modelling☆50Updated last year
- ICON for in-context operator learning☆57Updated 6 months ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs☆71Updated last year
- ☆126Updated 2 years ago
- MeshGraphNets (MGN)☆67Updated last year
- Repo to the paper "Message Passing Neural PDE Solvers"☆135Updated 11 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆53Updated last year
- Neural SPH☆34Updated last year
- This repository contains code, which was used to generate large-scale results in the HINTS paper.☆30Updated 10 months ago
- ☆32Updated last month
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆65Updated 7 months ago
- ☆21Updated last year
- Code, technical details and links to datasets and trained models for TopoDiff☆44Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆58Updated last year
- Code for Mesh Transformer describes in the EAGLE dataset☆41Updated 6 months ago
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆93Updated 8 months ago
- [NeurIPS 2024 Spotlight] Towards Universal Mesh Movement Networks☆19Updated last month
- ☆84Updated 11 months ago
- ☆32Updated last year
- [ICLR24] CinDM uses compositional generative models to design boundaries and initial states significantly more complex than the ones seen…☆36Updated last year
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆34Updated last year