Mattia Vallerio

According to our database, Mattia Vallerio authored at least 10 papers between 2012 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Industrial Data Science for Batch Manufacturing Processes.

Imanol Arzac-Garmendia, Mattia Vallerio, Carlos Pérez-Galvan, Francisco J. Navarro-Brull

CoRR, 2022

Semi-Supervised Cloud Detection with Weakly Labeled RGB Aerial Images using Generative Adversarial Networks.

Toon Stuyck, Axel-Jan Rousseau, Mattia Vallerio, Eric Demeester

Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods, 2022

2016

Towards nonlinear model predictive control with integrated experiment design.

Dries Telen, Mattia Vallerio, Satyajeet S. Bhonsale, Filip Logist, Jan F. M. Van Impe

Proceedings of the 2016 American Control Conference, 2016

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

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

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

Proceedings of the 14th European Control Conference, 2015

2014

Tuning of NMPC controllers via multi-objective optimisation.

Mattia Vallerio, Jan F. M. Van Impe, Filip Logist

Comput. Chem. Eng., 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

Proceedings of the 13th European Control Conference, 2014

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

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

2012

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