Impact of Data Assimilation on Cost-Accuracy Tradeoff in Multifidelity Models. - Michael Sinsbeck; Daniel M. Tartakovsky (SIAM/ASA J. Uncertain. Quantification, 2015)

Sequential Design of Computer Experiments for the Solution of Bayesian Inverse Problems. - Michael Sinsbeck; Wolfgang Nowak (SIAM/ASA J. Uncertain. Quantification, 2017)

Exploratory-Phase-Free Estimation of GP Hyperparameters in Sequential Design Methods - At the Example of Bayesian Inverse Problems. - Michael Sinsbeck; Marvin Höge; Wolfgang Nowak (Frontiers Artif. Intell., 2020)

Sequential Design of Computer Experiments for the Computation of Bayesian Model Evidence. - Michael Sinsbeck; Emily Cooke; Wolfgang Nowak (SIAM/ASA J. Uncertain. Quantification, 2021)