Massimiliano Barolo

18 papers Journal 16Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
HyMech: AI-driven framework for physics-informed discovery of interpretable hybrid models.
Comput. Chem. Eng.
Lorenzo Rossi, Fabrizio Bezzo, Massimiliano Barolo
2026 J jnl
On the impact of mechanistic model quality and data availability in hybrid model development.
Comput. Chem. Eng.
Margherita Geremia, Tiziana Marella, Elaheh Ardalani, Samira Beyramysoltan, Sayantan Chattoraj, Pierantonio Facco, Massimiliano Barolo, Fabrizio Bezzo
2025 J jnl
Smart Process Analytics for Process Monitoring.
Comput. Chem. Eng.
Fabian Mohr, Elia Arnese-Feffin, Massimiliano Barolo, Richard D. Braatz
2024 J jnl
Data fusion of Raman spectra in MSPC for fault detection and diagnosis in pharmaceutical manufacturing.
Comput. Chem. Eng.
Isabella Jul-Jørgensen, Pierantonio Facco, Krist V. Gernaey, Massimiliano Barolo, Christian A. Hundahl
2024 J jnl
On the use of machine learning to generate
Comput. Chem. Eng.
Luca Gasparini, Antonio Benedetti, Giulia Marchese, Connor Gallagher, Pierantonio Facco, Massimiliano Barolo
2022 J jnl
A benchmark simulator for quality-by-design and quality-by-control studies in continuous pharmaceutical manufacturing ‒ Intensified filtration-drying of crystallization slurries.
Comput. Chem. Eng.
Francesco Destro, Zoltán K. Nagy, Massimiliano Barolo
2019 J jnl
Design space maintenance by online model adaptation in pharmaceutical manufacturing.
Comput. Chem. Eng.
Gabriele Bano, Pierantonio Facco, Marianthi Ierapetritou, Fabrizio Bezzo, Massimiliano Barolo
2018 J jnl
A novel and systematic approach to identify the design space of pharmaceutical processes.
Comput. Chem. Eng.
Gabriele Bano, Zilong Wang, Pierantonio Facco, Fabrizio Bezzo, Massimiliano Barolo, Marianthi Ierapetritou
2018 J jnl
Microalgae growth optimization in open ponds with uncertain weather data.
Comput. Chem. Eng.
Riccardo De Luca, Martino Trabuio, Massimiliano Barolo, Fabrizio Bezzo
2017 J jnl
Uncertainty back-propagation in PLS model inversion for design space determination in pharmaceutical product development.
Comput. Chem. Eng.
Gabriele Bano, Pierantonio Facco, Natascia Meneghetti, Fabrizio Bezzo, Massimiliano Barolo
2015 — conf
Phase identification for product quality prediction in batch processes: Application to industrial resin production.
ECC
Andrea Depalo, Massimiliano Barolo, Fabrizio Bezzo, Riccardo Muradore
2013 J jnl
Adaptive blood glucose control for intensive care applications.
Comput. Methods Programs Biomed.
Matteo Ottavian, Massimiliano Barolo, Howard C. Zisser, Eyal Dassau, Dale E. Seborg
2013 J jnl
On the use of continuous glucose monitoring systems to design optimal clinical tests for the identification of type 1 diabetes models.
Comput. Methods Programs Biomed.
Federico Galvanin, Massimiliano Barolo, Fabrizio Bezzo
2012 J jnl
Online model-based redesign of experiments with erratic models: A disturbance estimation approach.
Comput. Chem. Eng.
Federico Galvanin, Massimiliano Barolo, Gabriele Pannocchia, Fabrizio Bezzo
2011 J jnl
Optimal design of clinical tests for the identification of physiological models of type 1 diabetes in the presence of model mismatch.
Medical Biol. Eng. Comput.
Federico Galvanin, Massimiliano Barolo, Sandro Macchietto, Fabrizio Bezzo
2008 J jnl
An Improved PID Switching Control Strategy for Type 1 Diabetes.
IEEE Trans. Biomed. Eng.
Gianni Marchetti, Massimiliano Barolo, Lois Jovanovic, Howard C. Zisser, Dale E. Seborg
2006 — conf
An Improved PID Switching Control Strategy for Type 1 Diabetes.
EMBC
Gianni Marchetti, Massimiliano Barolo, Lois Jovanovic, Howard C. Zisser, Dale E. Seborg
2006 J jnl
Optimal sensor location for distributed-sensor systems using multivariate regression.
Comput. Chem. Eng.
Riccardo Muradore, Fabrizio Bezzo, Massimiliano Barolo