neural-operators

There are 10 repositories under neural-operators topic.

neuraloperator/neuraloperator
Learning in infinite dimension with neural operators.
Language:Python2k 39 209535
pdebench/PDEBench
PDEBench: An Extensive Benchmark for Scientific Machine Learning
Language:Python723 15 5785
mathLab/PINA
Physics-Informed Neural networks for Advanced modeling
Language:Python363 12 10664
camlab-ethz/ConvolutionalNeuralOperator
This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs
Language:Python125 5 412
katiana22/latent-deeponet
Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."
Language:Python44 1 312
aai-institute/continuiti
Learning function operators with neural networks.
Language:Python20 3 333
AI4Science-WestlakeU/beno
[ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values
Language:Python19 1 00
procf/RhINNs
Rheology-informed Machine Learning Projects
Language:Jupyter Notebook10 1 02
amazon-science/operator-probconserv
Official implementation of Operator-ProbConserv: OOD UQ for Neural Operators
Language:Python4 4 00
anac0der/fno_from_scratch
Implementation of Fourier Neural Operator from scratch
Language:Jupyter Notebook3 1 00