Youssef Marzouk
Scholar

Youssef Marzouk

Google Scholar ID: TwVbNZ4AAAAJ
Professor, Massachusetts Institute of Technology
computational mathematicsuncertainty quantificationinverse problemsdata assimilationBayesian statistics
Citations & Impact
All-time
Citations
6,336
 
H-index
42
 
i10-index
102
 
Publications
20
 
Co-authors
181
list available
Contact
No contact links provided.
Resume (English only)
Academic Achievements
  • Published multiple research papers on uncertainty quantification, statistical inference, and machine learning applications in complex physical systems.
  • 1. X. Huan, J. Jagalur, and Y. M. Marzouk published 'Optimal experimental design: Formulations and computations' in Acta Numerica.
  • 2. A. Spantini, R. Baptista, and Y. M. Marzouk published 'Coupling techniques for nonlinear ensemble filtering' in SIAM Review.
  • 3. O. Zahm, T. Cui, K. J. H. Law, A. Spantini, and Y. M. Marzouk published 'Certified dimension reduction in nonlinear Bayesian inverse problems' in Mathematics of Computation.