ixScience / fourier_neural_operatorLinks
Use Fourier transform to learn operators in differential equations.
☆17Updated 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:
- ☆38Updated 2 years 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."☆75Updated 7 months ago
- ☆64Updated 8 months ago
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆24Updated last year
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆100Updated 11 months ago
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆65Updated 2 weeks ago
- ☆89Updated last year
- ☆65Updated 3 months ago
- This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs☆197Updated last week
- Reliable extrapolation of deep neural operators informed by physics or sparse observations☆28Updated 2 years ago
- ☆45Updated 2 years ago
- ☆56Updated 2 years ago
- ☆47Updated 8 months ago
- Wavelet Neural Operator for solving parametric partialdifferential equations in computational mechanics problems☆47Updated 3 months ago
- ☆85Updated 2 years ago
- Semi-supervised Invertible Neural Operators for Bayesian Inverse Problems☆15Updated last year
- ☆54Updated 3 years ago
- ☆13Updated last year
- ☆23Updated last year
- U-FNO - an enhanced Fourier neural operator-based deep-learning model for multiphase flow☆158Updated last year
- Applications of PINOs☆142Updated 3 years ago
- Physics Informed Fourier Neural Operator☆23Updated last year
- ☆36Updated last year
- ☆65Updated last month
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆20Updated last month
- Simple demo on implementing data driven and physics informed Deep O Nets in pytorch☆19Updated last year
- ☆39Updated last year
- Practicum on Supervised Learning in Function Spaces☆33Updated 3 years ago
- Spectral Neural Operator☆78Updated last year