ixScience / fourier_neural_operatorLinks
Use Fourier transform to learn operators in differential equations.
☆15Updated 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:
- ☆36Updated 2 years ago
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆67Updated 4 months ago
- ☆58Updated last week
- ☆61Updated 5 months ago
- This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs☆186Updated 3 months ago
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆22Updated last year
- U-FNO - an enhanced Fourier neural operator-based deep-learning model for multiphase flow☆145Updated 11 months ago
- This is the implementation of the RecFNO.☆21Updated 2 years ago
- Reliable extrapolation of deep neural operators informed by physics or sparse observations☆27Updated 2 years ago
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆50Updated 2 months ago
- ☆42Updated 2 years ago
- Physics Informed Fourier Neural Operator☆24Updated 9 months ago
- ☆84Updated 11 months ago
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆93Updated 8 months ago
- ☆12Updated last year
- ☆54Updated 2 years ago
- Applications of PINOs☆132Updated 2 years ago
- ☆48Updated 2 years ago
- Fourier Neural Operator☆12Updated 2 years ago
- ☆46Updated 5 months ago
- ☆39Updated last year
- ☆78Updated 2 years ago
- ☆30Updated last year
- This repository contains the code for the paper: Deciphering and integrating invariants for neural operator learning with various physica…☆12Updated last year
- Wavelet Neural Operator for solving parametric partialdifferential equations in computational mechanics problems☆42Updated last week
- ☆50Updated 11 months ago
- ☆32Updated last year
- Code repo for CoNFiLD: Conditional Neural Field Latent Diffusion Model Generating Spatiotemporal Turbulence☆53Updated 6 months ago
- Characterizing possible failure modes in physics-informed neural networks.☆138Updated 3 years ago
- ☆29Updated 2 years ago