Multi-objective optimal control of chemical processes using ACADO toolkit. - Filip Logist; Mattia Vallerio; Boris Houska; Moritz Diehl; Jan F. M. Van Impe (Comput. Chem. Eng., 2012)

Symmetric algorithmic differentiation based exact Hessian SQP method and software for Economic MPC. - Rien Quirynen; Boris Houska; Mattia Vallerio; Dries Telen; Filip Logist; Jan F. M. Van Impe; Moritz Diehl (CDC, 2014)

Expanding the exploration of the criterion space for multi-objective optimal control problems. - Mattia Vallerio; Dominique Vercammen; Jan F. M. Van Impe; Filip Logist (ECC, 2014)

Tuning of NMPC controllers via multi-objective optimisation. - Mattia Vallerio; Jan F. M. Van Impe; Filip Logist (Comput. Chem. Eng., 2014)

Approximate robust optimal control of nonlinear dynamic systems under process noise. - Dries Telen; Mattia Vallerio; Lorenzo Cabianca; Boris Houska; Jan F. M. Van Impe; Filip Logist (ECC, 2015)

Interactive NBI and (E)NNC methods for the progressive exploration of the criteria space in multi-objective optimization and optimal control. - Mattia Vallerio; Dominique Vercammen; Jan F. M. Van Impe; Filip Logist (Comput. Chem. Eng., 2015)

An interactive decision-support system for multi-objective optimization of nonlinear dynamic processes with uncertainty. - Mattia Vallerio; Jan Hufkens; Jan F. M. Van Impe; Filip Logist (Expert Syst. Appl., 2015)

Towards nonlinear model predictive control with integrated experiment design. - Dries Telen; Mattia Vallerio; Satyajeet S. Bhonsale; Filip Logist; Jan F. M. Van Impe (ACC, 2016)

Semi-Supervised Cloud Detection with Weakly Labeled RGB Aerial Images using Generative Adversarial Networks. - Toon Stuyck; Axel-Jan Rousseau; Mattia Vallerio; Eric Demeester (ICPRAM, 2022)

Industrial Data Science for Batch Manufacturing Processes. - Imanol Arzac-Garmendia; Mattia Vallerio; Carlos Pérez-Galvan; Francisco J. Navarro-Brull (CoRR, 2022)