Research Projects

Giulia Pedrielli

Simulation and Optimization to help in Pandemics Response

COVID-19 has deeply changed our lives, and several challenges have come to light as a result of the pandemic. Examples are the delay from...

Giulia Pedrielli

Can we add structure to Blackbox Optimization?

Bayesian optimization is a general class of optimization algorithms that allows us to solve possibly nonlinear, nonconvex reward...

Ph.D. Students

Bayesian Optimization, Safety Critical Systems

Bayesian Optimization

Bayesian Optimization, Safety Critical Systems

Reinforcement Learning, RNA, Biomanufacturing

RNA Design

Large Scale Reinforcement Learning, Power Network Recovery