Official implementation of Scalable Transformer for PDE surrogate modelling
☆54Mar 23, 2024Updated last year
Alternatives and similar repositories for FactFormer
Users that are interested in FactFormer are comparing it to the libraries listed below
Sorting:
- ☆13Aug 22, 2024Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆67Jun 10, 2024Updated last year
- ☆87Jul 18, 2023Updated 2 years ago
- ☆90Sep 2, 2024Updated last year
- Repo to the paper "Message Passing Neural PDE Solvers"☆145Sep 11, 2024Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆54Jun 10, 2024Updated last year
- Code for Mesh Transformer describes in the EAGLE dataset☆42Feb 21, 2025Updated last year
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆39Jun 21, 2024Updated last year
- ☆290Sep 14, 2024Updated last year
- Geometry-Aware Fourier Neural Operator (Geo-FNO)☆305Jun 2, 2025Updated 8 months ago
- Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructure☆28Mar 9, 2023Updated 2 years ago
- [ICML 2024] Official PyTorch implementation of the Vectorized Conditional Neural Field.☆16Aug 1, 2024Updated last year
- ☆19Nov 24, 2024Updated last year
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆109Dec 13, 2024Updated last year
- ☆14Feb 18, 2024Updated 2 years ago
- ☆19Apr 5, 2024Updated last year
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023☆73Jan 13, 2024Updated 2 years ago
- About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/…☆269Feb 6, 2026Updated 3 weeks ago
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆38Jun 21, 2023Updated 2 years ago
- PyTorch implementation of the diffusion-based method for CFD data super-resolution proposed in the paper "A Physics-informed Diffusion Mo…☆219May 28, 2023Updated 2 years ago
- Spectral Neural Operator☆79Dec 20, 2023Updated 2 years ago
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆53May 31, 2023Updated 2 years ago
- Code for orthogonal neural operator☆18Oct 15, 2023Updated 2 years ago
- [ICLR 2023] Factorized Fourier Neural Operators☆189Oct 13, 2023Updated 2 years ago
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆76Nov 21, 2025Updated 3 months ago
- This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs☆208Nov 24, 2025Updated 3 months ago
- Generative turbulence model TurbDiff as proposed in "From Zero to Turbulence: Generative Modeling for 3D Flow Simulation", ICLR 2024☆34Dec 7, 2025Updated 2 months ago
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆30Dec 5, 2024Updated last year
- ☆53Apr 1, 2025Updated 10 months ago
- ☆26Jun 12, 2025Updated 8 months ago
- ☆15Mar 3, 2023Updated 2 years ago
- Official implementation of NeurIPS 2024 paper "DiffusionPDE: Generative PDE-Solving Under Partial Observation"☆160Apr 29, 2025Updated 9 months ago
- [NeurIPS 2021] Galerkin Transformer: Neural Operator built on Attention for PDEs☆258Jun 14, 2024Updated last year
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆79Apr 10, 2025Updated 10 months ago
- ☆37Jul 9, 2025Updated 7 months ago
- About code release of "HelmFluid: Learning Helmholtz Dynamics for Interpretable Fluid Prediction", ICML 2024. https://arxiv.org/pdf/2310.…☆21Jul 18, 2024Updated last year
- [ICLR 2024] Neural Spectral Methods: Self-supervised learning in the spectral domain.☆48Jan 31, 2024Updated 2 years ago
- ☆29Jul 8, 2024Updated last year
- Generalizing to New Physical Systems via Context-Informed Dynamics Model☆27May 6, 2024Updated last year