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Pierre Lermusiaux

Massachusetts Institute of Technology · Mechanical Engineering
Engineering Ocean Data Assimilation: Numerical Ocean Modeling Uncertainty Quantification Inference Schemes Applications to Physical Interdisciplinary Ocean Dynamics

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Professor Pierre Lermusiaux is an Associate Professor in the Department of Mechanical Engineering at the Massachusetts Institute of Technology. His research focuses on Ocean Data Assimilation, Numerical Ocean Modeling, Uncertainty Quantification and Inference Schemes, and their applications to Physical and Interdisciplinary Ocean Dynamics and Engineering. He has contributed to the development of mathematical models and computational methods for ocean predictions, dynamical diagnostics, and uncertainty quantification. His work includes the creation of algorithms for autonomous ocean systems and data assimilation. He has participated in numerous national and international sea exercises and has served on various committees and organized meetings and workshops. He is an associate editor in three journals and has published over a hundred refereed papers.


Scholar profile summary
Scholar-generated biography

Pierre Lermusiaux is a Professor of Mechanical Engineering and Ocean Science and Engineering at MIT, specializing in Data Assimilation, Ocean Modeling, Uncertainty Quantification, Ocean Dynamics, and Machine Learning. His research focuses on developing advanced methods for integrating observational data into ocean models to improve predictive accuracy. He has contributed significantly to the fields of adaptive sampling, error subspace statistical estimation, and uncertainty quantification in ocean dynamics. His work includes studies on mesoscale variability, circulation patterns, and the application of level set methods for path planning in dynamic flows. Lermusiaux's research also explores the integration of machine learning techniques for ocean modeling and prediction.

Source: google_scholar · 103 words
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