Mattia Vallerio

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 3

Top Topics

Optimal Control

Pareto Frontier

Top Venues

Comput. Chem. Eng.

Publications

Imanol Arzac-Garmendia, Mattia Vallerio, Carlos Pérez-Galvan, Francisco J. Navarro-Brull
Industrial Data Science for Batch Manufacturing Processes. CoRR (2022)
Toon Stuyck, Axel-Jan Rousseau, Mattia Vallerio, Eric Demeester
Semi-Supervised Cloud Detection with Weakly Labeled RGB Aerial Images using Generative Adversarial Networks. ICPRAM (2022)
Dries Telen, Mattia Vallerio, Satyajeet S. Bhonsale, Filip Logist, Jan F. M. Van Impe
Towards nonlinear model predictive control with integrated experiment design. ACC (2016)
Dries Telen, Mattia Vallerio, Lorenzo Cabianca, Boris Houska, Jan F. M. Van Impe, Filip Logist
Approximate robust optimal control of nonlinear dynamic systems under process noise. ECC (2015)
Mattia Vallerio, Dominique Vercammen, Jan F. M. Van Impe, Filip Logist
Interactive NBI and (E)NNC methods for the progressive exploration of the criteria space in multi-objective optimization and optimal control. Comput. Chem. Eng. 82 (2015)
Mattia Vallerio, Jan Hufkens, Jan F. M. Van Impe, Filip Logist
An interactive decision-support system for multi-objective optimization of nonlinear dynamic processes with uncertainty. Expert Syst. Appl. 42 (21) (2015)
Rien Quirynen, Boris Houska, Mattia Vallerio, Dries Telen, Filip Logist, Jan F. M. Van Impe, Moritz Diehl
Symmetric algorithmic differentiation based exact Hessian SQP method and software for Economic MPC. CDC (2014)
Mattia Vallerio, Dominique Vercammen, Jan F. M. Van Impe, Filip Logist
Expanding the exploration of the criterion space for multi-objective optimal control problems. ECC (2014)
Mattia Vallerio, Jan F. M. Van Impe, Filip Logist
Tuning of NMPC controllers via multi-objective optimisation. Comput. Chem. Eng. 61 (2014)
Filip Logist, Mattia Vallerio, Boris Houska, Moritz Diehl, Jan F. M. Van Impe
Multi-objective optimal control of chemical processes using ACADO toolkit. Comput. Chem. Eng. 37 (2012)