458 citations · 2.3k across the 71 of their papers we have counts for
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cs.CE2017
Exploiting network topology for large-scale inference of nonlinear reaction models
Nikhil Galagali, Youssef M. Marzouk
The development of chemical reaction models aids understanding and prediction in areas ranging from biology to electrochemistry and combustion. A systematic approach to building re…
cs.CE2014
Efficient Localization of Discontinuities in Complex Computational Simulations
Alex A. Gorodetsky, Youssef M. Marzouk
Surrogate models for computational simulations are input-output approximations that allow computationally intensive analyses, such as uncertainty propagation and inference, to be p…