11 citations · 16 across the 4 of their papers we have counts for
4 papers
Adaptive Piecewise Poly-Sinc Methods for Ordinary Differential Equations
Omar Khalil, Hany El-Sharkawy, Maha Youssef +1
We propose a new method of adaptive piecewise approximation based on Sinc points for ordinary differential equations. The adaptive method is a piecewise collocation method which ut…
On sparse identification of complex dynamical systems: A study on discovering influential reactions in chemical reaction networks
Farshad Harirchi, Doohyun Kim, Omar Khalil +5
A wide variety of real life complex networks are prohibitively large for modeling, analysis and control. Understanding the structure and dynamics of such networks entails creating…
A Data-Driven Sparse-Learning Approach to Model Reduction in Chemical Reaction Networks
Farshad Harirchi, Omar A. Khalil, Sijia Liu +3
In this paper, we propose an optimization-based sparse learning approach to identify the set of most influential reactions in a chemical reaction network. This reduced set of react…
A New Data-Driven Sparse-Learning Approach to Study Chemical Reaction Networks
Farshad Harirchi, Doohyun Kim, Omar A. Khalil +4
Chemical kinetic mechanisms can be represented by sets of elementary reactions that are easily translated into mathematical terms using physicochemical relationships. The schematic…