A Library for Advanced Neural PDE Solvers.
☆286Mar 10, 2026Updated last week
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/…☆290Feb 26, 2026Updated 3 weeks ago
- ☆21Sep 1, 2025Updated 6 months ago
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆78Nov 21, 2025Updated 3 months ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023☆74Jan 13, 2024Updated 2 years ago
- [ICLR26 Oral] RealPDEBench: A Benchmark for Complex Physical Systems with Paired Real-World and Simulated Data☆59Mar 8, 2026Updated last week
- ☆1,081Jan 29, 2026Updated last month
- GINOT is a deep learning model that combines transformers with neural operators for accurate forward predictions on arbitrary 2D and 3D g…☆28Jan 20, 2026Updated last month
- ☆293Sep 14, 2024Updated last year
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆176Apr 10, 2025Updated 11 months ago
- Here you find the Spectral Operator Learning Under construcTION☆20May 8, 2024Updated last year
- Code for Point-Calibrated Spectral Neural Operators☆20Oct 15, 2024Updated last year
- This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs☆210Nov 24, 2025Updated 3 months ago
- Geometry-Aware Fourier Neural Operator (Geo-FNO)☆310Jun 2, 2025Updated 9 months ago
- PDEBench: An Extensive Benchmark for Scientific Machine Learning☆1,087Feb 24, 2026Updated 3 weeks ago
- ☆88Jul 18, 2023Updated 2 years ago
- ☆13Dec 19, 2023Updated 2 years ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆54Mar 23, 2024Updated last year
- [ICLR 2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.☆58Mar 8, 2026Updated last week
- ☆91Sep 2, 2024Updated last year
- About Code release for “DeepLag: Discovering Deep Lagrangian Dynamics for Intuitive Fluid Prediction” (NeurIPS 2024), https://arxiv.org/a…☆21Oct 31, 2024Updated last year
- Papers and codes of Physics-informed Deep Compositional Operator Network☆13Oct 31, 2025Updated 4 months ago
- About Code release for “RoPINN: Region Optimized Physics-Informed Neural Networks” (NeurIPS 2024), https://arxiv.org/abs/2405.14369☆60Jul 14, 2025Updated 8 months ago
- This repository contains the code for the paper: Deciphering and integrating invariants for neural operator learning with various physica…☆13Mar 18, 2024Updated 2 years ago
- [ICLR 2023] Factorized Fourier Neural Operators☆189Oct 13, 2023Updated 2 years ago
- FengQing is a data-driven model for medium-range weather forecasting jointly developed by the China Meteorological Administration and Sch…☆17Feb 24, 2025Updated last year
- ☆59Dec 25, 2025Updated 2 months ago
- Code for the paper Universal Physics Transformers☆151Jul 2, 2025Updated 8 months ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆99Nov 11, 2025Updated 4 months ago
- ☆69Aug 19, 2025Updated 7 months ago
- Graph-based operator learning in arbitrary geometries☆35Dec 19, 2025Updated 3 months ago
- ☆56Apr 1, 2025Updated 11 months ago
- Code for Mesh Transformer describes in the EAGLE dataset☆42Feb 21, 2025Updated last year
- ☆13Aug 22, 2024Updated last year
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆81Apr 10, 2025Updated 11 months ago
- ☆25May 21, 2024Updated last year
- ☆55Jul 21, 2025Updated 7 months ago
- Repository of GridMix (ICLR 2025)☆35Mar 18, 2025Updated last year
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆25Jun 3, 2025Updated 9 months ago
- ☆11Jan 7, 2025Updated last year