thuml / Neural-Solver-LibraryLinks
A Library for Advanced Neural PDE Solvers.
☆262Updated 2 months ago
Alternatives and similar repositories for Neural-Solver-Library
Users that are interested in Neural-Solver-Library are comparing it to the libraries listed below
Sorting:
- About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/…☆260Updated 3 months ago
- Awesome AI4PDE is a curated list of resources and literature focusing on the intersection of Artificial Intelligence and Partial Differen…☆93Updated 9 months ago
- ☆90Updated last year
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆106Updated last year
- ☆68Updated 5 months ago
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆30Updated last year
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆69Updated 2 months ago
- This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs☆205Updated 2 months ago
- Geometry-Aware Fourier Neural Operator (Geo-FNO)☆303Updated 8 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆66Updated last year
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆168Updated 9 months ago
- Repo to the paper "Message Passing Neural PDE Solvers"☆147Updated last year
- [ICLR 2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.☆54Updated 4 months ago
- A large-scale benchmark for machine learning methods in fluid dynamics☆260Updated 3 months ago
- Encoding physics to learn reaction-diffusion processes☆110Updated 2 years ago
- ☆86Updated 2 years ago
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆79Updated 9 months ago
- ICON for in-context operator learning☆60Updated 11 months ago
- A comprehensive and fair comparison of two neural operators (with practical extensions) based on FAIR data☆354Updated 2 years ago
- ☆288Updated last year
- Fourier Neural Operator☆13Updated 2 years ago
- ☆58Updated 2 years ago
- Official implementation of NeurIPS 2024 paper "DiffusionPDE: Generative PDE-Solving Under Partial Observation"☆160Updated 9 months ago
- [NeurIPS 2023 Spotlight] Separable Physics-Informed Neural Networks☆88Updated 2 years ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆54Updated last year
- ☆196Updated last year
- PDE-Transformer is a neural network architecture designed to efficiently process and predict the evolution of physical systems described …☆64Updated 3 months ago
- [ICLR2025 Spotlight] Official implementation of Conflict-Free Inverse Gradients Method☆100Updated 2 months ago
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆51Updated 2 years ago
- ☆24Updated last year