Use Fourier transform to learn operators in differential equations.
☆16Feb 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:
- Code for "Holistic Physics Solver: Learning PDEs in a Unified Spectral-Physical Space"☆25Mar 25, 2026Updated 5 months ago
- Domain Agnostic Fourier Neural Operators (DAFNO)☆22Sep 3, 2024Updated last year
- Semi-supervised Invertible Neural Operators for Bayesian Inverse Problems☆16May 27, 2024Updated 2 years ago
- ☆12May 3, 2023Updated 3 years ago
- One-shot learning for solution operators of partial differential equations☆32Nov 20, 2025Updated 9 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Fourier neural operator for real-time simulation of 3D dynamic urban microclimate☆24Dec 4, 2024Updated last year
- Simple demo on implementing data driven and physics informed Deep O Nets in pytorch☆22Jun 20, 2024Updated 2 years ago
- ☆13Apr 15, 2024Updated 2 years ago
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆37Nov 10, 2025Updated 9 months ago
- Implementation of Fourier Neural Operator using PyTorch☆36Nov 3, 2025Updated 9 months ago
- Numerical algorithms that solve shallow water PDEs on a 2D plane (using finite different method).☆10Jul 11, 2022Updated 4 years ago
- Numerical assessments of a nonintrusive surrogate model based on recurrent neural networks and proper orthogonal decomposition: Rayleigh …☆10Dec 2, 2022Updated 3 years ago
- ☆21Dec 8, 2022Updated 3 years ago
- Learning with Higher Expressive Power than Neural Networks (On Learning PDEs)☆16Feb 17, 2021Updated 5 years ago
- 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.
- Benchmarking of diffusion models for global field reconstruction from sparse observations☆33Mar 22, 2026Updated 5 months ago
- ☆11Apr 19, 2021Updated 5 years ago
- keras-regression-cnns☆11Dec 23, 2019Updated 6 years ago
- ☆11Sep 23, 2023Updated 2 years ago
- ☆19Aug 13, 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
- Neural topology optimization via active learning for efficient channel design in turbulent mass transfer☆17Oct 9, 2025Updated 10 months ago
- A small research project about advanced machine learning with neural networks. The Fourier neural operator was implemented here to see if…☆56Aug 6, 2023Updated 3 years ago
- This is a new version of Learning Active Learning which uses reinforcement learning☆13May 17, 2022Updated 4 years ago
- 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.
- Python Library and Educational Notebooks following the textbook "Parameter Estimation and Inverse Problems"☆12Feb 2, 2026Updated 6 months ago
- We propose Deep Kronecker Neural Network, which is a general framework for neural networks with adaptive activation functions. In particu…☆14Feb 1, 2023Updated 3 years ago
- Codes for scientific charts☆11Dec 30, 2025Updated 7 months ago
- PDE solvers expressed as neural networks☆28Jun 28, 2024Updated 2 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
- Code for reproducing the paper "GenCP: Towards Generative Modeling Paradigm of Coupled physics" (ICLR 2026: https://arxiv.org/abs/2601.19…☆22Apr 11, 2026Updated 4 months ago
- ☆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
- ☆13Mar 11, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A Deep Learning Approach to Solving PDEs: Implementing Neural Networks with Pytorch and Jax☆10Apr 27, 2023Updated 3 years ago
- ☆12Apr 12, 2023Updated 3 years ago
- The first global synthetic dataset for physics-ML seismic wavefield modeling and full-waveform inversion☆28Jul 30, 2024Updated 2 years ago
- ☆11Nov 19, 2025Updated 9 months ago
- Information Shapes Koopman Presentation☆23Nov 22, 2025Updated 9 months ago
- Code for paper: Deep Operator Neural Network Model Predictive Control☆20Sep 23, 2025Updated 11 months ago
- FWIGAN: Full-Waveform Inversion with Deep Adversarial Learning☆35Oct 5, 2021Updated 4 years ago