erik-norlin / Fourier-Neural-OperatorLinks
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.
☆41Updated 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
Sorting:
- Code repo for CoNFiLD: Conditional Neural Field Latent Diffusion Model Generating Spatiotemporal Turbulence☆80Updated 11 months ago
- ☆71Updated 3 months ago
- This repository is for the master thesis project: "DiffFluids: A Diffusion-based Generative Model for Fluid Simulations"☆13Updated 2 years ago
- ☆68Updated 5 months ago
- Physics-informed deep super-resolution of spatiotemporal data☆49Updated 2 years ago
- Source code for paper "Learning spatiotemporal dynamics with a pretrained generative model" in Nature Machine Intelligence☆61Updated 9 months ago
- Physics Informed Fourier Neural Operator☆29Updated last year
- U-FNO - an enhanced Fourier neural operator-based deep-learning model for multiphase flow☆164Updated last year
- PyTorch implementation of the diffusion-based method for CFD data super-resolution proposed in the paper "A Physics-informed Diffusion Mo…☆217Updated 2 years ago
- ☆24Updated last year
- ☆65Updated 10 months ago
- ☆81Updated 2 years ago
- This repository contains the code for the paper: Deciphering and integrating invariants for neural operator learning with various physica…☆13Updated last year
- ☆87Updated 2 years ago
- Physics-encoded recurrent convolutional neural network☆48Updated 4 years ago
- Wavelet Neural Operator for solving parametric partialdifferential equations in computational mechanics problems☆49Updated 5 months ago
- This is the implementation of the RecFNO.☆25Updated 2 years ago
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆76Updated 9 months ago
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆24Updated last year
- PDE Preserved Neural Network☆59Updated 8 months ago
- Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs☆168Updated last year
- ☆196Updated last year
- ☆69Updated 3 years ago
- ☆26Updated 3 years ago
- Encoding physics to learn reaction-diffusion processes☆110Updated 2 years ago
- ☆33Updated last year
- Official implementation of "PhyGNNet: Solving spatiotemporal PDEs with Physics-informed Graph Neural Network"☆54Updated 2 years ago
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆69Updated 2 months ago
- Fourier Neural Operator☆13Updated 2 years ago
- Fourier_neural_operator☆16Updated 3 years ago