slimgroup / dfno
Distributed Fourier Neural Operators
☆29Updated 2 years ago
Alternatives and similar repositories for dfno:
Users that are interested in dfno are comparing it to the libraries listed below
- ☆37Updated 2 years ago
- ☆22Updated 7 months ago
- Here you find the Spectral Operator Learning Under construcTION☆19Updated 9 months ago
- Spectral Neural Operator☆75Updated last year
- Code of ICML paper arxiv.org/abs/2302.08105☆14Updated last year
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆17Updated 8 months ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆35Updated 2 years ago
- ☆33Updated 7 months ago
- ☆31Updated last year
- An unofficial implementation of the Fourier Neural Operator in Flax☆17Updated 8 months ago
- A library for dimensionality reduction on spatial-temporal PDE☆63Updated 10 months ago
- DeepONet extrapolation☆25Updated last year
- Practicum on Supervised Learning in Function Spaces☆32Updated 2 years ago
- Learning Green's functions of partial differential equations with deep learning.☆63Updated last year
- Official implementation of Scalable Transformer for PDE surrogate modelling☆36Updated 10 months ago
- ☆39Updated 4 months ago
- Datasets and code for results presented in the ProbConserv paper☆53Updated 8 months ago
- ☆13Updated last year
- ☆12Updated last year
- ☆14Updated 3 years ago
- ☆13Updated 10 months ago
- PyTorch implementation of GMLS-Nets. Machine learning methods for scattered unstructured data sets. Methods for learning differential op…☆25Updated last year
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆59Updated 3 months ago
- ☆30Updated last year
- Pseudospectral Kolmogorov Flow Solver☆37Updated last year
- Bootcamp notebooks☆51Updated 9 months ago
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆17Updated 9 months ago
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆40Updated last year
- Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning☆17Updated last year
- ☆37Updated last year