computational-imaging / GraphPDELinks
☆52Updated 3 years ago
Alternatives and similar repositories for GraphPDE
Users that are interested in GraphPDE 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
- [ICLR2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.☆43Updated last week
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆28Updated 5 months ago
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆46Updated 2 years ago
- ICON for in-context operator learning☆57Updated 6 months ago
- Repo to the paper "Message Passing Neural PDE Solvers"☆137Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆54Updated last year
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆29Updated 9 months ago
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆96Updated 9 months ago
- ☆83Updated last year
- ☆36Updated 2 weeks ago
- ☆81Updated 2 years ago
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆69Updated 4 months ago
- ☆35Updated 4 years ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs☆71Updated last year
- ☆22Updated 3 months ago
- A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2☆37Updated 4 years ago
- ☆25Updated 2 years ago
- ☆61Updated 5 months ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆52Updated last year
- LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA…☆28Updated last year
- [ICLR 2023] Factorized Fourier Neural Operators☆174Updated last year
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆152Updated 5 months ago
- Spectral Neural Operator☆78Updated last year
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆20Updated 3 months ago
- ☆126Updated 2 years ago
- Code for Mesh Transformer describes in the EAGLE dataset☆41Updated 6 months ago
- ☆22Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆59Updated last year
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆74Updated 5 months ago