Maria Adelaide Loffa

Dottoranda in Ingegneria Informatica E Dei Sistemi , 40^o ciclo (2024-2027)
Dipartimento di Automatica e Informatica (DAUIN)

maria.loffa@polito.it

Profilo

Dottorato di ricerca

Argomento di ricerca

Reinforcement Learning for Multi-Scale Energy Management in Multi-Energy Systems

Tutori

Interessi di ricerca

Controls and system engineering

Biografia

I obtained my Bachelor's degree (2021) and Master's degree (2023) in Energy Engineering from Politecnico di Torino. After one year of research fellowship, I am currently pursuing a Ph.D. in Computer Engineering. The focus of my research is on Physics-Informed Neural Networks and Reinforcement Learning control strategies for buildings and their energy systems.

Pubblicazioni

Pubblicazioni più recenti Vedi tutte le pubblicazioni su Porto@Iris

Loffa, Maria Adelaide; Macii, Enrico; Patti, Edoardo; Bottaccioli, Lorenzo (2025)
Physics-Informed vs. Deep Learning: Indoor Temperature Prediction with Different Data Availability. In: 16th ACM International Conference on Future and Sustainable Energy Systems (E-Energy '25), Rotterdam, Netherlands, 17-20 June 2025, pp. 742-750
Contributo in Atti di Convegno (Proceeding)