33 citations · 35 across the 6 of their papers we have counts for
3 papers · 1 filter
Data-Driven Stochastic Optimal Control using Linear Transfer Operators
Umesh Vaidya, Duvan Tellez-Castro
We provide a data-driven framework for optimal control of a continuous-time stochastic dynamical system. The proposed framework relies on the linear operator theory involving linea…
Self-Organization in Networks: A Data-Driven Koopman Approach
Claudia Caro-Ruiz, Duvan Tellez-Castro, Andres Pavas +1
Networks out of equilibrium display dynamics characterized by multiple equilibria and sudden transitions. These transitions arise when each node leaves its natural stable state and…
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…