Use Fourier transform to learn operators in differential equations.
☆47Dec 1, 2020Updated 5 years ago
Alternatives and similar repositories for fourier_neural_operator
Users that are interested in fourier_neural_operator are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Neural Emulator Architectures in JAX.☆24Feb 20, 2026Updated last month
- Training neural networks for inverse design of nanophotonic gratings.☆21Dec 15, 2021Updated 4 years ago
- Physics-informed neural networks (PINNs)☆15Jun 7, 2022Updated 3 years ago
- Code for orthogonal neural operator☆18Oct 15, 2023Updated 2 years ago
- Matlab implementation of the Hybridizable Discontinuous Galerkin method on general tetrahedrizations of polyhedra in three dimensional sp…☆18May 18, 2020Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- The LGMRES algorithm (C++ with Python bindings): matches SciPy's implementation to machine precision, but around 30 times faster☆10May 2, 2018Updated 7 years ago
- code for Deep Neural Helmholtz Operators for 3D Elastic Wave Propagation and Inversion☆32May 16, 2025Updated 11 months ago
- Implementation of Fourier Neural Operator using PyTorch☆33Nov 3, 2025Updated 5 months ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆56Mar 23, 2024Updated 2 years ago
- Solid Wave Simulation (swSim) is software that solves heterogeneous, anisotropic elastodynamic equations for ultrasonic NDE simulation. A…☆15Apr 6, 2021Updated 5 years ago
- ☆14Jan 9, 2026Updated 3 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 5 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆55Jun 10, 2024Updated last year
- Code for training and using the Born Fourier Neural Operator (BornFNO) model proposed in our ICASSP 2023 paper☆12Oct 3, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- The MegaFlow2D dataset package☆24Sep 21, 2023Updated 2 years ago
- Experiments on AMSGrad -- pytorch version☆12May 30, 2018Updated 7 years ago
- [NeurIPS 24] Probablistic Emulation of a Global Climate Model with Spherical DYffusion☆30Mar 7, 2025Updated last year
- A small research project about advanced machine learning with neural networks. The Fourier neural operator was implemented here to see if…☆48Aug 6, 2023Updated 2 years ago
- A Python-based Open-Source Visualization Tool for CFD Applications☆11Aug 12, 2021Updated 4 years ago
- PDE-Transformer is a neural network architecture designed to efficiently process and predict the evolution of physical systems described …☆72Apr 11, 2026Updated last week
- Astronomy Research + JAX Meeting 2024☆13Oct 23, 2024Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆69Jun 10, 2024Updated last year
- Integrating Devito operators into PyTorch☆13Mar 17, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A program for downloading sci literature☆10May 10, 2018Updated 7 years ago
- Geometry-Aware Fourier Neural Operator (Geo-FNO)☆319Jun 2, 2025Updated 10 months ago
- Methods and experiments for assumed density SDE approximations☆12Jan 26, 2022Updated 4 years ago
- ExWave: A high performance solver for the acoustic wave equation☆16Mar 18, 2025Updated last year
- Official implementation of NeurIPS 2024 paper "DiffusionPDE: Generative PDE-Solving Under Partial Observation"☆165Apr 29, 2025Updated 11 months ago
- Variational Physic-informed Neural Operator (VINO) for Learning Partial Differential Equations☆34Apr 1, 2026Updated 2 weeks ago
- Wave propagators for seismic domains with application to full waveform inversion.☆55Apr 13, 2026Updated last week
- This repository includes the implementation of the Physics Informed Neural Network and The Deep Energy Method on 1D, 2D boundary value an…☆16May 14, 2022Updated 3 years ago
- Solving a class of elliptic partial differential equations(PDEs) with multiple scales utilizing Fourier-based mixed physics informed neur…☆15Apr 12, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code for the accelerated SDE☆12Sep 18, 2024Updated last year
- A module based seismic modeling, migration and inversion code☆12Mar 27, 2026Updated 3 weeks ago
- This project compares the performance of Swin-Transformer v2 implemented in JAX and PyTorch.☆12Jun 8, 2022Updated 3 years ago
- WavSpA: Wavelet Space Attention for Enhancing Transformer's Long Sequence Learning☆12Feb 24, 2024Updated 2 years ago
- ☆57Dec 11, 2024Updated last year
- ☆11May 26, 2023Updated 2 years ago
- About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/…☆318Feb 26, 2026Updated last month