Variational Bayesian optimal experimental design with normalizing flows

DOI10.1016/j.cma.2024.117457MaRDI QIDQ6663253

Christian S. Jacobsen, Karthik Duraisamy, Xun Huan, Wanjiao Liu, Mehdi Khalloufi, Maryam Akram, Jiayuan Dong

Publication date: 14 January 2025

Published in: Computer Methods in Applied Mechanics and Engineering (Search for Journal in Brave)

zbMATH Keywords

uncertainty quantificationvariational inferenceexpected information gainnormalizing flowsinformation lower boundconditional invertible neural networkscoupling layersimplicit likelihood

Mathematics Subject Classification ID

Statistics (62-XX) Computer science (68-XX)

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