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Dimension reduced surrogate construction for parametric PDE maps
Updated
Aug 6, 2024
Python
GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.
Updated
Jun 26, 2024
Jupyter Notebook
Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning
Updated
Jan 9, 2024
Python
Graph Feedforward Networks: a resolution-invariant generalisation of feedforward networks for graphical data, applied to model order reduction
Updated
Jun 20, 2024
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