Dataset for SIAM MPI23 Project "Model inversion for complex physical systems using low-dimensional surrogates"
Training and testing data for the SIAM MPI23 workshop "Model inversion for complex physical systems using low-dimensional surrogates". The data consists of ensembles of input and output pairs corresponding to queries of a 2D saturated groundwater flow model. The inputs consist of random vectors which map to discretized model parameter fields via a Kosambi-Karhunen-Loève expansion. Output corresponds to discretized pressure fields.
basis adaptation, conditional Karhunen-Loève expan↗