Improved multifidelity Monte Carlo estimators based on normalizing flows and dimensionality reduction techniques
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Publication:6588269
DOI10.1016/j.cma.2024.117119MaRDI QIDQ6588269
Alison L. Marsden, Matteo Salvador, Daniele E. Schiavazzi, Andrea Zanoni, Karthik Menon, Gianluca Geraci
Publication date: 15 August 2024
Published in: Computer Methods in Applied Mechanics and Engineering (Search for Journal in Brave)
uncertainty quantificationMonte Carlo estimatorsmultifidelityactive subspacesautoencodersnormalizing flows
Monte Carlo methods (65C05) Variational methods applied to problems in fluid mechanics (76M30) Physiological flow (92C35)
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