Bayesian optimization with kernel ensembles and disagreement-based acquisition for source localization and acoustic inversion

Heng Zhang, Haotian Xiang, Florian Meyer +1

Joint source localization and geoacoustic inversion requires optimizing an objective built from an expensive normal mode propagation model. Bayesian optimization (BO) with a Gaussi…