slimgroup / dfnoLinks
Distributed Fourier Neural Operators
☆30Updated 3 years ago
Alternatives and similar repositories for dfno
Users that are interested in dfno are comparing it to the libraries listed below
Sorting:
- Spectral Neural Operator☆78Updated last year
- ☆45Updated 2 years ago
- ☆28Updated last year
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆39Updated 3 years ago
- Official repo for separable operator networks -- extreme-scale operator learning for parametric PDEs.☆32Updated 11 months ago
- Pseudospectral Kolmogorov Flow Solver☆41Updated 2 years ago
- A library for dimensionality reduction on spatial-temporal PDE☆70Updated last year
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆20Updated 2 weeks ago
- Reliable extrapolation of deep neural operators informed by physics or sparse observations☆27Updated 2 years ago
- An unofficial implementation of the Fourier Neural Operator in Flax☆18Updated last year
- Here you find the Spectral Operator Learning Under construcTION☆20Updated last year
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆48Updated 2 years ago
- The public repository about our joint FINN research project☆38Updated 3 years ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆82Updated 5 months ago
- ☆54Updated 2 years ago
- The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-…☆19Updated 3 years ago
- ☆39Updated 2 years ago
- Learning Green's functions of partial differential equations with deep learning.☆72Updated last year
- Practicum on Supervised Learning in Function Spaces☆33Updated 3 years ago
- [NeurIPS 2025] Geometry Aware Operator Transformer As An Efficient And Accurate Neural Surrogate For PDEs On Arbitrary Domains☆45Updated last week
- Code of ICML paper arxiv.org/abs/2302.08105☆14Updated 2 years ago
- Bootcamp notebooks☆60Updated 2 months ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆52Updated last year
- ☆17Updated 10 months ago
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆37Updated 7 months ago
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆30Updated 7 months ago
- ☆35Updated 2 years ago
- ☆14Updated 4 years ago
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆155Updated 6 months ago
- [ICLR 2024] Neural Spectral Methods: Self-supervised learning in the spectral domain.☆47Updated last year