Model calibration and Bayesian model comparison for fatigue data.
Bayesian inference in linear parabolic PDEs with noisy boundary conditions.
History matching using ensemble Kalman filters.
Fabrizio Ruggeri, Zaid Sawlan, Marco Scavino, Raul Tempone, A hierarchical Bayesian setting for an inverse problem in linear parabolic PDEs with noisy boundary conditions, submitted, 2015
I. Babuska, Z. Sawlan, M. Scavino, B. Szabo, R. Tempone, Bayesian inference and model comparison for metallic fatigue data, Accepted for publication in Computer Methods in Applied Mechanics and Engineering, Feb. 2016
2006-2010 Bachelor of Science, Mathematics, King Saud University, Saudi Arabia.
2010-2012 Master of Science, Applied Mathematics, King Abdullah University of Science & Technology, Saudi Arabia.
Teaching Assistant at KAUST (Stochastic Methods in Engineering).
Research Intern at ARAMCO (summer 2014).
2008-2010 KAUST Discovery Scholarship, King Saud University, Saudi Arabia.
2010- KAUST Fellowship, King Abdullah University of Science & Technology, Saudi Arabia.