Roberto Guglielmi

Roberto Guglielmi is currently a postdoc at the Fundação Getulio Vargas, Rio de Janeiro, Brasil. He has previously held research fellowships at the Gran Sasso Science Institute, L'Aquila, Italy; at the Radon Institute for Computational and Applied Mathematics, Linz, Austria; at the Imperial College London, UK; at the University of Bayreuth, Germany. He has moreover worked as data scientist at Dyrecta Lab, Bari, Italy. His research interests mainly focus on the control and optimization of infinite dimensional systems.

His research applies to a class of stochastic optimal control problems; to inverse problems for evolution equations, and in particular to the identification of parameters in reaction-diffusion equations; to the controllability and stability of dynamical systems with respect to perturbations of data and given measurements. Moreover, he has widened his research interests towards the application of control and optimization methods to the foundation theory of machine learning techniques.

In 2013 he has been awarded the Premio Rendiconti di Matematica for his PhD thesis, developed between the University Tor Vergata of Rome, Italy, and the University of Lorraine, France.



Postdoctoral researcher

Áreas de interesse: 

Statistical approach to stochastic control problems
Turnpike phenomena in optimal control problems
Controllability of degenerate parabolic equations
Sensitivity analysis for nonlinear parabolic control problems
Model Predictive Control for partial differential equations
Stabilization of systems of hyperbolic equations
Inverse problems for parabolic equations