56 citations · 105 across the 3 of their papers we have counts for
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math.DS2015★ 8 cited
Data-Driven Reduction for Multiscale Stochastic Dynamical Systems
Carmeline J. Dsilva, Ronen Talmon, C. William Gear +2
Multiple time scale stochastic dynamical systems are ubiquitous in science and engineering, and the reduction of such systems and their models to only their slow components is ofte…
math.DS2013★ 56 cited
Reduced models in chemical kinetics via nonlinear data-mining
Eliodoro Chiavazzo, C. William Gear, Carmeline J. Dsilva +2
The adoption of detailed mechanisms for chemical kinetics often poses two types of severe challenges: First, the number of degrees of freedom is large; and second, the dynamics is…