hIPPYlib-MUQ: a Bayesian inference software framework for integration of data with complex predictive models under uncertainty

DOI10.1145/3580278MaRDI QIDQ6601373

Noemi Petra, Umberto Villa, Omar Ghattas, Kitae Kim, Youssef M. Marzouk, Matthew D. Parno

Publication date: 10 September 2024

Published in: ACM Transactions on Mathematical Software (Search for Journal in Brave)

zbMATH Keywords

samplingBayesian inferencelow-rank approximationuncertainty quantificationinfinite-dimensional inverse problemsadjoint-based methodsgeneric PDE toolkitinexact Newton-CG method

Mathematics Subject Classification ID

Numerical analysis (65-XX)

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