Uncertainty quantification for goal-oriented inverse problems via variational encoder-decoder networks

DOI10.1088/1361-6420/ad5373MaRDI QIDQ6569714

Julianne Chung, Matthias Chung, Babak Maboudi Afkham

Publication date: 9 July 2024

Published in: Inverse Problems (Search for Journal in Brave)

zbMATH Keywords

regularizationuncertainty quantificationhyperparameter selectionquantity of interestdeep learningencoder-decoder networks

Mathematics Subject Classification ID

Parametric inference (62Fxx) Probabilistic methods, stochastic differential equations (65Cxx) Numerical analysis in abstract spaces (65Jxx)

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