Laura Boca de Giuli

According to our database, Laura Boca de Giuli authored at least 11 papers between 2023 and 2026.

Collaborative distances:

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

2026

Goal-oriented safe active learning for predictive control using Bayesian recurrent neural networks.

Laura Boca de Giuli, Alessio La Bella, Manish Prajapat, Johannes Köhler, Anna Scampicchio, Riccardo Scattolini, Melanie Nicole Zeilinger

CoRR, April, 2026

Integrated Online Monitoring and Adaption of Process Model Predictive Controllers.

Samuel Mallick, Laura Boca de Giuli, Alessio La Bella, Azita Dabiri, Bart De Schutter, Riccardo Scattolini

CoRR, March, 2026

2025

Model Predictive Control and Moving Horizon Estimation using Statistically Weighted Data-Based Ensemble Models.

Laura Boca de Giuli, Samuel Mallick, Alessio La Bella, Azita Dabiri, Bart De Schutter, Riccardo Scattolini

CoRR, November, 2025

Learning, fast and slow: a two-fold algorithm for data-based model adaptation.

Laura Boca de Giuli, Alessio La Bella, Riccardo Scattolini

CoRR, July, 2025

Ensemble learning of dynamical systems with multiple operating conditions via statistical process control.

Laura Boca de Giuli, Alessio La Bella, Riccardo Scattolini

Proceedings of the 64th IEEE Conference on Decision and Control, 2025

2024

Physics-Informed Neural Network Modeling and Predictive Control of District Heating Systems.

Laura Boca de Giuli, Alessio La Bella, Riccardo Scattolini

IEEE Trans. Control. Syst. Technol., July, 2024

The MICS Project Approach for Fault Detection in CNC Machine Bearings.

Laura Boca de Giuli, Alessio La Bella, Eva Masero, Riccardo Scattolini, Parisa Esmaili, Loredana Cristaldi, Letizia Tanca, Giambattista Gruosso, Luca Martiri, Mohsen Zeynivand, Giovanni La Vigna, Giovanni Minei

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2024

Sustainability and Resilience in the MICS SPOKE8 Project: The Role of the Digital Twin.

Nicola Berti, Ala Arman, Parisa Esmaili, Mohsen Zeynivand, Daria Battini, Devis Bianchini, Loredana Cristaldi, Laura Boca de Giuli, Ambra Galeazzo, Giambattista Gruosso, Alessio La Bella, Francesco Leotta, Luca Martiri, Eva Masero, Massimo Mecella, Pierluigi Plebani, Paolo Rocco, Luigi Salmaso, Riccardo Scattolini, Gian Antonio Susto, Letizia Tanca

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2024

Lifelong Learning for Monitoring and Adaptation of Data-Based Dynamical Models: A Statistical Process Control Approach.

Laura Boca de Giuli, Alessio La Bella, Giuseppe De Nicolao, Riccardo Scattolini

Proceedings of the European Control Conference, 2024

Modeling and predictive control of networked systems via physics-informed neural networks.

Laura Boca de Giuli, Alessio La Bella, Marcello Farina, Riccardo Scattolini

Proceedings of the 63rd IEEE Conference on Decision and Control, 2024

2023

Physics-informed Neural Network Modelling and Predictive Control of District Heating Systems.

Laura Boca de Giuli, Alessio La Bella, Riccardo Scattolini

CoRR, 2023