slimgroup / dfnoLinks
Distributed Fourier Neural Operators
☆30Updated 2 years ago
Alternatives and similar repositories for dfno
Users that are interested in dfno are comparing it to the libraries listed below
Sorting:
- ☆26Updated 11 months ago
- ☆41Updated 2 years ago
- An unofficial implementation of the Fourier Neural Operator in Flax☆17Updated last year
- Here you find the Spectral Operator Learning Under construcTION☆20Updated last year
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆20Updated last year
- Code of ICML paper arxiv.org/abs/2302.08105☆14Updated 2 years ago
- DeepONet extrapolation☆27Updated 2 years ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆75Updated last month
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆38Updated 2 years ago
- Pseudospectral Kolmogorov Flow Solver☆40Updated last year
- Spectral Neural Operator☆79Updated last year
- A library for dimensionality reduction on spatial-temporal PDE☆66Updated last year
- ☆12Updated last year
- Official repo for separable operator networks -- extreme-scale operator learning for parametric PDEs.☆26Updated 7 months ago
- Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning☆16Updated last year
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆45Updated 2 years ago
- [ICLR 2024] Neural Spectral Methods: Self-supervised learning in the spectral domain.☆44Updated last year
- Official implementation of Scalable Transformer for PDE surrogate modelling☆46Updated last year
- ☆33Updated last year
- Datasets and code for results presented in the ProbConserv paper☆53Updated last year
- In this repository, you will find the different python scripts to train the available models on the AirfRANS dataset proposed at the Neur…☆55Updated 5 months ago
- Code for the paper "Generative AI for fast and accurate statistical computation of fluids"☆33Updated 3 months ago
- The public repository about our joint FINN research project☆36Updated 2 years ago
- ☆34Updated 2 years ago
- Bootcamp notebooks☆55Updated last year
- A Python library for training neural ODEs.☆23Updated 4 months ago
- The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-…☆19Updated 2 years ago
- PyTorch implementation of GMLS-Nets. Machine learning methods for scattered unstructured data sets. Methods for learning differential op…☆26Updated last year
- Practicum on Supervised Learning in Function Spaces☆33Updated 3 years ago
- ☆38Updated last year