Gregory Duthé

Geometric Autoencoder Priors for Bayesian Inversion: Learn First Observe Later

Uncertainty Quantification (UQ) is paramount for inference in engineering applications. A common inference task is to recover full-field information of physical systems from a small number of noisy observations, a usually highly ill-posed problem. Critically, engineering systems often have complicat…