MatthieuDarcy / KernelsOperatorLearningLinks
☆11Updated last year
Alternatives and similar repositories for KernelsOperatorLearning
Users that are interested in KernelsOperatorLearning are comparing it to the libraries listed below
Sorting:
- Spectral Neural Operator☆78Updated 2 years ago
- Repo to the paper "Message Passing Neural PDE Solvers"☆140Updated last year
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆49Updated 2 years ago
- Multiwavelets-based operator model☆68Updated 3 years ago
- ☆14Updated last year
- ☆44Updated 3 years ago
- Practicum on Supervised Learning in Function Spaces☆33Updated 3 years ago
- ☆279Updated last year
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆19Updated 2 months ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆92Updated last month
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆28Updated 6 months ago
- This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs☆202Updated 3 weeks ago
- ☆197Updated 8 months ago
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆166Updated 8 months ago
- Code and files related to random side projects☆21Updated 3 years ago
- ☆39Updated 2 years ago
- ☆39Updated 3 months ago
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆75Updated 7 months ago
- ☆38Updated last year
- Transformers for modeling physical systems☆145Updated 2 years ago
- ☆64Updated 9 months ago
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆25Updated 6 months ago
- ☆89Updated last year
- ☆55Updated 3 years ago
- Code for Mesh Transformer describes in the EAGLE dataset☆42Updated 10 months ago
- Semi-supervised Invertible Neural Operators for Bayesian Inverse Problems☆15Updated last year
- Neural Stochastic PDEs: resolution-invariant modelling of continuous spatiotemporal dynamics☆53Updated 3 years ago
- ☆65Updated 4 months ago
- A library for dimensionality reduction on spatial-temporal PDE☆70Updated last year
- ☆85Updated 2 years ago