NVlabs / AFNO-transformerLinks
Adaptive FNO transformer - official Pytorch implementation
☆264Updated 3 years ago
Alternatives and similar repositories for AFNO-transformer
Users that are interested in AFNO-transformer are comparing it to the libraries listed below
Sorting:
- [ICLR 2023] Factorized Fourier Neural Operators☆179Updated 2 years ago
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆77Updated 7 months ago
- [NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting☆222Updated 3 weeks ago
- ☆64Updated 7 months ago
- PyTorch implementation of the diffusion-based method for CFD data super-resolution proposed in the paper "A Physics-informed Diffusion Mo…☆214Updated 2 years ago
- Multiwavelets-based operator model☆66Updated 3 years ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023☆75Updated last year
- ☆27Updated 3 years ago
- [NeurIPS 2021] Galerkin Transformer: a linear attention without softmax for Partial Differential Equations☆252Updated last year
- ☆62Updated 3 months ago
- ☆83Updated 2 years ago
- ☆53Updated 3 months ago
- ☆52Updated last year
- Wavelet Neural Operator for solving parametric partialdifferential equations in computational mechanics problems☆46Updated 3 months ago
- Physics-informed deep super-resolution of spatiotemporal data☆48Updated 2 years ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆113Updated 8 months ago
- Code repo for CoNFiLD: Conditional Neural Field Latent Diffusion Model Generating Spatiotemporal Turbulence☆72Updated 9 months ago
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆99Updated 11 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆54Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆65Updated last year
- ☆61Updated 3 weeks ago
- ☆87Updated last year
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆75Updated 6 months ago
- Geometry-Aware Fourier Neural Operator (Geo-FNO)☆287Updated 5 months ago
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆159Updated 7 months ago
- ☆49Updated 7 months ago
- Encoding physics to learn reaction-diffusion processes☆105Updated 2 years ago
- This repository contains the code for the paper: Deciphering and integrating invariants for neural operator learning with various physica…☆13Updated last year
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆140Updated last month
- About code release of "HelmFluid: Learning Helmholtz Dynamics for Interpretable Fluid Prediction", ICML 2024. https://arxiv.org/pdf/2310.…☆19Updated last year