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:
- ☆42Updated 2 years ago
- Spectral Neural Operator☆78Updated last year
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆20Updated last year
- ☆27Updated last year
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆39Updated 2 years ago
- An unofficial implementation of the Fourier Neural Operator in Flax☆18Updated last year
- Learning Green's functions of partial differential equations with deep learning.☆71Updated last year
- Reliable extrapolation of deep neural operators informed by physics or sparse observations☆27Updated 2 years ago
- Official repo for separable operator networks -- extreme-scale operator learning for parametric PDEs.☆29Updated 10 months ago
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆46Updated 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
- PyTorch implementation of GMLS-Nets. Machine learning methods for scattered unstructured data sets. Methods for learning differential op…☆27Updated last year
- ☆14Updated 3 years ago
- ☆35Updated 2 years ago
- A library for dimensionality reduction on spatial-temporal PDE☆67Updated last year
- Practicum on Supervised Learning in Function Spaces☆33Updated 3 years ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆81Updated 3 months ago
- Pseudospectral Kolmogorov Flow Solver☆40Updated last year
- Code of ICML paper arxiv.org/abs/2302.08105☆14Updated 2 years ago
- [ICLR 2024] Neural Spectral Methods: Self-supervised learning in the spectral domain.☆46Updated last year
- ☆36Updated 2 years ago
- About code release of "Geometry Aware Operator Transformer As An Efficient And Accurate Neural Surrogate For PDEs On Arbitrary Domains"☆36Updated last month
- Here you find the Spectral Operator Learning Under construcTION☆20Updated last year
- The public repository about our joint FINN research project☆38Updated 2 years ago
- Code for Mesh Transformer describes in the EAGLE dataset☆42Updated 7 months ago
- Bootcamp notebooks☆58Updated last month
- ☆12Updated last year
- ☆10Updated 2 years ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆52Updated last year
- Graph-based operator learning in arbitrary geometries☆25Updated 5 months ago