neural-operators topic
neuraloperator
Learning in infinite dimension with neural operators.
PINA
Physics-Informed Neural networks for Advanced modeling
PDEBench
PDEBench: An Extensive Benchmark for Scientific Machine Learning
ConvolutionalNeuralOperator
This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs
beno
[ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values
latent-deeponet
Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."
continuiti
Learning function operators with neural networks.