Youssef Marzouk

Publications

4.7K

Citations

H-Index

2000

Active since

Affiliations

Massachusetts Institute of Technology(Current)

American Institute of Aeronautics and Astronautics

Sandia National Laboratories California

Lappeenranta-Lahti University of Technology

Youssef Marzouk is an author at Massachusetts Institute of Technology specializing in engineering, statistical inference, and uncertainty quantification.

ORCID

Top concepts

EngineeringUncertainty QuantificationStatistical InferenceStatisticsApproximation TheoryData ScienceComputer ScienceInverse ProblemsBayesian InferenceNumerical Analysis

Publications per year

2000–2024

Publications

Stochastic spectral methods for efficient Bayesian solution of inverse problems

Youssef Marzouk, Habib N. Najm, Larry A. Rahn · Journal of Computational Physics · 2006 · 453 citations

Spectral Theory, Numerical Analysis, Engineering +10

Simulation-based optimal Bayesian experimental design for nonlinear systems

Xun Huan, Youssef Marzouk · Journal of Computational Physics · 2012 · 441 citations · Full text

Nonlinear System Identification, Engineering, Uncertainty Quantification +6

Dimensionality reduction and polynomial chaos acceleration of Bayesian inference in inverse problems

Youssef Marzouk, Habib N. Najm · Journal of Computational Physics · 2008 · 416 citations

Engineering, Gaussian Process, Inverse Problems +6

A Stochastic Collocation Approach to Bayesian Inference in Inverse Problems

Youssef Marzouk, Dongbin Xiu · Communications in Computational Physics · 2009 · 288 citations

Numerical Analysis, Bayesian Statistic, Engineering +20

Bayesian inference with optimal maps

Tarek Moselhy, Youssef Marzouk · Journal of Computational Physics · 2012 · 277 citations · Full text

Bayesian Statistic, Engineering, Statistical Inference +4

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