A small research project about advanced machine learning with neural networks. The Fourier neural operator was implemented here to see if it could predict zero-shot super resolution of fluid flows.
☆55Aug 6, 2023Updated 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:
- Use Fourier transform to learn operators in differential equations.☆27Jan 6, 2023Updated 3 years ago
- Fourier Neural Operator☆13May 24, 2023Updated 3 years ago
- ☆21Jan 12, 2023Updated 3 years ago
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆24May 13, 2024Updated 2 years ago
- ☆17Feb 3, 2023Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Implementation of convolutional conditional neural processes for statistical downscaling☆34Apr 8, 2021Updated 5 years ago
- 2-d vertex based unstructured code for Euler, Navier-Stokes and RANS☆18Jul 9, 2016Updated 10 years ago
- Neural ODE Transformers (ICLR 2025)☆21Sep 6, 2025Updated 10 months ago
- code for Deep Neural Helmholtz Operators for 3D Elastic Wave Propagation and Inversion☆35May 16, 2025Updated last year
- ☆29Mar 17, 2026Updated 3 months ago
- [ICLR 2023] Factorized Fourier Neural Operators☆197Oct 13, 2023Updated 2 years ago
- This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs☆226Nov 24, 2025Updated 7 months ago
- Deep Learning for Solving Differential Equations (Educational)☆19Nov 30, 2023Updated 2 years ago
- A Lattice-Boltzmann Method (LBM) based Python code for solving 2D lid driven cavity flow☆17May 14, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- PDEBench: An Extensive Benchmark for Scientific Machine Learning☆1,166Mar 30, 2026Updated 3 months ago
- This repo contains the official code release of the Neural Experts paper, published in NeurIPS 2024.☆14Dec 3, 2024Updated last year
- In computational fluid dynamics (CFD), the SIMPLE algorithm is a widely used numerical procedure to solve the Navier–Stokes equations. SI…☆16Nov 23, 2020Updated 5 years ago
- The impletation of 《Convex Programming Approach to Powered Descent Guidance》☆11Aug 1, 2020Updated 5 years ago
- 2D Convolutional KAN Layers with different types of activation functions☆13Sep 29, 2024Updated last year
- About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/…☆379Feb 26, 2026Updated 4 months ago
- ☆15Jul 12, 2022Updated 4 years ago
- Code for 'Periodic Activation Functions Induce Stationarity' (NeurIPS 2021)☆20Oct 27, 2021Updated 4 years ago
- Use Fourier transform to learn operators in differential equations.☆48Dec 1, 2020Updated 5 years 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.
- Transformed Generative Pre-Trained Physics-Informed Neural Networks (TGPT-PINN), a framework that extends Physics-Informed Neural Network…☆19Apr 10, 2024Updated 2 years ago
- DiffAirfoil: Editable and Controllable Airfoil Generation with Diffusion☆14May 13, 2024Updated 2 years ago
- Successive Convexification for Trajectory Optimization with Continuous-Time Constraint Satisfaction☆13May 29, 2024Updated 2 years ago
- A high-order LES/DNS solver for compressible turbulent reactive flows☆22Jul 2, 2026Updated last week
- Computation-Aware Kalman Filtering and RTS Smoothing☆20Mar 6, 2025Updated last year
- Fourier_neural_operator☆17Jan 27, 2023Updated 3 years ago
- Research sources on graph-based anomaly detection☆13Nov 29, 2022Updated 3 years ago
- WavSpA: Wavelet Space Attention for Enhancing Transformer's Long Sequence Learning☆13Feb 24, 2024Updated 2 years ago
- Adaptive FNO transformer - official Pytorch implementation☆288Nov 7, 2022Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Geometry to Mesh Glyph Scripts☆11Jun 11, 2021Updated 5 years ago
- Collection of small and experimental codes☆30May 22, 2026Updated last month
- Fourier Neural Operators to solve for Allen Cahn PDE equations☆20Jan 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
- ☆11May 26, 2023Updated 3 years ago
- ☆61Jun 18, 2026Updated 3 weeks ago
- ☆11Mar 18, 2023Updated 3 years ago