NVlabs / AFNO-transformerLinks
Adaptive FNO transformer - official Pytorch implementation
☆258Updated 2 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☆169Updated last year
- ☆60Updated 3 months ago
- ☆76Updated last year
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆71Updated 3 months ago
- ☆27Updated 3 years ago
- [NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting☆208Updated 8 months ago
- Wavelet Neural Operator for solving parametric partialdifferential equations in computational mechanics problems☆39Updated 5 months ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆99Updated 3 months ago
- ☆56Updated 5 months ago
- Code repo for CoNFiLD: Conditional Neural Field Latent Diffusion Model Generating Spatiotemporal Turbulence☆48Updated 4 months ago
- Multiwavelets-based operator model☆61Updated 3 years ago
- [NeurIPS 2021] Galerkin Transformer: a linear attention without softmax for Partial Differential Equations☆248Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆57Updated last year
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs☆68Updated last year
- Physics-informed deep super-resolution of spatiotemporal data☆46Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆53Updated last year
- Geometry-Aware Fourier Neural Operator (Geo-FNO)☆265Updated last month
- ☆42Updated 4 months ago
- ☆49Updated 9 months ago
- PyTorch implementation of the diffusion-based method for CFD data super-resolution proposed in the paper "A Physics-informed Diffusion Mo…☆194Updated 2 years ago
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆90Updated 7 months ago
- ☆41Updated 3 months ago
- ☆81Updated 10 months ago
- About code release of "HelmFluid: Learning Helmholtz Dynamics for Interpretable Fluid Prediction", ICML 2024. https://arxiv.org/pdf/2310.…☆19Updated 11 months ago
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆45Updated 2 years ago
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆63Updated 2 months ago
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆145Updated 3 months ago
- Encoding physics to learn reaction-diffusion processes☆101Updated last year
- Codomain attention neural operator for single to multi-physics PDE adaptation.☆61Updated last month
- U-FNO - an enhanced Fourier neural operator-based deep-learning model for multiphase flow☆139Updated 10 months ago