Prof. Youssef Marzouk

Professor of Aeronautics and Astronautics

Primary DLC

Department of Aeronautics and Astronautics

MIT Room: 37-451

Assistant

Jean Sofronas
jeans@mit.edu

Areas of Interest and Expertise

Computational Science and Engineering
Uncertainty Quantification
Computational Statistics
Inverse Problems
Data Assimilation
Machine Learning
Applications in Engineering, Energy, Geophysics and the Environment

Research Summary

Marzouk's research interests lie at the intersection of physical modeling with statistical inference and computation. In particular, he develops methodologies for uncertainty quantification, inverse problems, large-scale Bayesian computation, and optimal experimental design in complex physical systems. His methodological work is motivated by a wide variety of engineering, environmental, and geophysics applications.


(Summary updated 6/2019)

Recent Work