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.