parametric-pdes topic

Dimension reduced surrogate construction for parametric PDE maps

hippylib

GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.

fpichi

Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning

tomoleary