Use Fourier transform to learn operators in differential equations.
☆17Feb 2, 2024Updated 2 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:
- ☆12May 3, 2023Updated 3 years ago
- Code for "Holistic Physics Solver: Learning PDEs in a Unified Spectral-Physical Space"☆26Mar 25, 2026Updated 7 months ago
- Domain Agnostic Fourier Neural Operators (DAFNO)☆22Sep 3, 2024Updated 2 years ago
- Inducing Point Operator Transformer: A Flexible and Scalable Architecture for Solving PDEs (AAAI 2024)☆16Jul 30, 2024Updated 2 years ago
- Fourier neural operator for real-time simulation of 3D dynamic urban microclimate☆24Dec 4, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Simple demo on implementing data driven and physics informed Deep O Nets in pytorch☆22Jun 20, 2024Updated 2 years ago
- One-shot learning for solution operators of partial differential equations☆33Nov 20, 2025Updated 11 months ago
- Numerical assessments of a nonintrusive surrogate model based on recurrent neural networks and proper orthogonal decomposition: Rayleigh …☆10Dec 2, 2022Updated 3 years ago
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆38Nov 10, 2025Updated 11 months ago
- Numerical algorithms that solve shallow water PDEs on a 2D plane (using finite different method).☆10Jul 11, 2022Updated 4 years ago
- Implementation of Fourier Neural Operator using PyTorch☆36Nov 3, 2025Updated 11 months ago
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆55May 31, 2023Updated 3 years ago
- ☆21Dec 8, 2022Updated 3 years ago
- Physics-informed neural networks in JAX — multi-GPU training, advanced PINN algorithms, and 16 benchmark examples☆35Aug 12, 2026Updated 2 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Learning with Higher Expressive Power than Neural Networks (On Learning PDEs)☆16Feb 17, 2021Updated 5 years ago
- ☆13Apr 15, 2024Updated 2 years ago
- RAL - Reinforced stream-based Active Learning☆10Aug 22, 2019Updated 7 years ago
- Reliable extrapolation of deep neural operators informed by physics or sparse observations☆30Jun 4, 2023Updated 3 years ago
- code for Ambient Noise Full Waveform Inversion with Neural Operators☆28Apr 1, 2026Updated 6 months ago
- Hosts the experimental results for our review on diffusion models in SBI☆13Oct 19, 2026Updated last week
- ☆11Apr 19, 2021Updated 5 years ago
- Computational Wind Engineering Application☆13Sep 3, 2026Updated last month
- ☆15Jul 1, 2026Updated 3 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- A small research project about advanced machine learning with neural networks. The Fourier neural operator was implemented here to see if…☆57Aug 6, 2023Updated 3 years ago
- Benchmarking of diffusion models for global field reconstruction from sparse observations☆33Mar 22, 2026Updated 7 months ago
- ☆40May 26, 2024Updated 2 years ago
- Python Library and Educational Notebooks following the textbook "Parameter Estimation and Inverse Problems"☆12Feb 2, 2026Updated 8 months ago
- ☆11Sep 23, 2023Updated 3 years ago
- Data-driven and Physics-informed Operator Learning via Gaussian Processes☆14Oct 24, 2024Updated 2 years ago
- Framework to learn effective dynamics and couple a macro scale simulator with a fast neural network latent propagator.☆11Apr 19, 2023Updated 3 years ago
- This is a new version of Learning Active Learning which uses reinforcement learning☆13May 17, 2022Updated 4 years ago
- Kimariyb 的科研绘图脚本,涵括很多类型的曲线图☆10Nov 1, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆13Mar 11, 2025Updated last year
- Neural topology optimization via active learning for efficient channel design in turbulent mass transfer☆17Oct 9, 2025Updated last year
- ☆11Mar 18, 2023Updated 3 years ago
- PyTorch implemetation of multi-layer quasi-geostrophic model on rectangular domain with solid boundaries.☆14May 9, 2022Updated 4 years ago
- Codes for scientific charts☆11Dec 30, 2025Updated 9 months ago
- The first global synthetic dataset for physics-ML seismic wavefield modeling and full-waveform inversion☆28Jul 30, 2024Updated 2 years ago
- ☆19Aug 13, 2024Updated 2 years ago