Geometric Autoencoder Priors for Bayesian Inversion: Learn First Observe Later

Arnaud Vadeboncoeur, Gregory Duthé, Mark Girolami +1

Uncertainty Quantification (UQ) is paramount for inference in engineering. A common inference task is to recover full-field information of physical systems from a small number of n…