Optimal input design for non-linear dynamic systems: A graph theory approach. - Patricio E. Valenzuela; Cristian R. Rojas; Håkan Hjalmarsson (CDC, 2013)

Applications oriented input design for closed-loop system identification: a graph-theory approach. - Afrooz Ebadat; Patricio E. Valenzuela; Cristian R. Rojas; Håkan Hjalmarsson; Bo Wahlberg (CDC, 2014)

A novel input design approach for systems with quantized output data. - Boris I. Godoy; Patricio E. Valenzuela; Cristian R. Rojas; Juan C. Agüero; Brett Ninness (ECC, 2014)

A graph theoretical approach to input design for identification of nonlinear dynamical models. - Patricio E. Valenzuela; Cristian R. Rojas; Håkan Hjalmarsson (Autom., 2015)

Particle-based Gaussian process optimization for input design in nonlinear dynamical models. - Patricio E. Valenzuela; Johan Dahlin; Cristian R. Rojas; Thomas B. Schön (CDC, 2016)

A stochastic multi-armed bandit approach to nonparametric H∞-norm estimation. - Matias I. Müller; Patricio E. Valenzuela; Alexandre Proutière; Cristian R. Rojas (CDC, 2017)

Optimal Power Control for D2D Communications under Rician Fading: A Risk Theoretical Approach. - Demia Della Penda; Riccardo Sven Risuleo; Patricio E. Valenzuela; Mikael Johansson 001 (GLOBECOM, 2017)

On robust input design for nonlinear dynamical models. - Patricio E. Valenzuela; Johan Dahlin; Cristian R. Rojas; Thomas B. Schön (Autom., 2017)

Optimal Enforcement of Causality in Non-Parametric Transfer Function Estimation. - Rodrigo A. González; Patricio E. Valenzuela; Cristian R. Rojas; Ricardo A. Rojas (IEEE Control. Syst. Lett., 2017)

Analysis of averages over distributions of Markov processes. - Patricio E. Valenzuela; Cristian R. Rojas; Håkan Hjalmarsson (Autom., 2018)

On Adaptive Boosting for System Identification. - Johan Bjurgert; Patricio E. Valenzuela; Cristian R. Rojas (IEEE Trans. Neural Networks Learn. Syst., 2018)

On model order priors for Bayesian identification of SISO linear systems. - Patricio E. Valenzuela; Thomas B. Schön; Cristian R. Rojas (Int. J. Control, 2019)

Closed-Loop Identification for Model Predictive Control of HVAC Systems: From Input Design to Controller Synthesis. - Patricio E. Valenzuela; Afrooz Ebadat; Niklas Everitt; Alessandra Parisio (IEEE Trans. Control. Syst. Technol., 2020)