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Youssef M. Marzouk
Professor
Department of Aeronautics and Astronautics
Massachusetts Institute of Technology;Center for Computational Science and Engineering, Massachusetts Institute of Technology;Aerospace Computational Design Laboratory, Massachusetts Institute of Technology
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基本信息
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Bio
His research interests lie at the intersection of computation and statistical inference with physical modeling. He develops new methodologies for uncertainty quantification, Bayesian modeling and computation, data assimilation, experimental design, and machine learning in complex physical systems. His methodological work is motivated by a wide variety of engineering and environmental applications. He is an avid coffee drinker and occasional classical pianist.
Research Interests
Papers共 256 篇Author StatisticsCo-AuthorSimilar Experts
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arxiv(2024)
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INTERNATIONAL JOURNAL FOR UNCERTAINTY QUANTIFICATIONno. 3 (2024): 21-65
JOURNAL OF COMPUTATIONAL PHYSICSno. C (2024): 112844
CoRR (2024)
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JOURNAL OF MACHINE LEARNING RESEARCH (2024): 1-46
CoRR (2024)
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Kelvin M. Leung,David R. Thompson,Jouni Susiluoto, Jayanth Jagalur-Mohan,Amy Braverman,Youssef Marzouk
IEEE Transactions on Geoscience and Remote Sensingno. 99 (2023): 1-1
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