Combined model approximation techniques and multiparametric programming for explicit nonlinear model predictive control. - Pedro Rivotti; Romain S. C. Lambert; Efstratios N. Pistikopoulos (Comput. Chem. Eng., 2012)

A Monte-Carlo based model approximation technique for linear model predictive control of nonlinear systems. - Romain S. C. Lambert; Pedro Rivotti; Efstratios N. Pistikopoulos (Comput. Chem. Eng., 2013)

A combined estimation and multi-parametric model predictive control approach for intravenous anaesthesia. - Ioana Nascu; Romain S. C. Lambert; Efstratios N. Pistikopoulos (SMC, 2014)

Global sensitivity analysis using sparse high dimensional model representations generated by the group method of data handling. - Romain S. C. Lambert; Frank Lemke; Sergei S. Kucherenko; Shufang Song; Nilay Shah (Math. Comput. Simul., 2016)