3 papers
math.OC2026
pqSEDMD: Subspace Methods for Extended Dynamic Mode Decomposition Identification
Camilo Garcia-Tenorio, Alan Vande Wouwer
The dynamic mode decomposition (DMD), along with its variant for nonlinear systems, the extended DMD (EDMD), are powerful tools for the extraction of meaningful spatio-temporal cha…
eess.SY2022
Evaluation of the Region of Attractions of Higher Dimensional Hyperbolic Systems using the Extended Dynamic Mode Decomposition
Camilo Garcia-Tenorio, Duvan Tellez-Castro, Eduardo Mojica-Nava +1
This paper proposes an original methodology to compute the regions of attraction in hyperbolic and polynomial nonlinear dynamical systems using the eigenfunctions of the discrete-t…
math.OC2017
Data-Driven Analysis of Mass-Action Kinetics
Camilo Garcia-Tenorio, Duvan Tellez-Castro, Eduardo Mojica-Nava +1
The physical interconnection of spatial distributed biochemical systems has some advantages when dealing with large-scale problems that require separated agents to be con- trolled…