Maria Adelaide Loffa

Ph.D. candidate in Ingegneria Informatica E Dei Sistemi , 40^th cycle (2024-2027)
Department of Control and Computer Engineering (DAUIN)

Docente esterno e/o collaboratore didattico
Department of Structural, Geotechnical and Building Engineering (DISEG)

maria.loffa@polito.it

Profile

PhD

Research topic

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

Tutors

Research interests

Controls and system engineering

Biography

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.

Teaching

Teachings

Master of Science

Conoscenza del patrimonio costruito nell'epoca dei cambiamenti climatici. A.A. 2025/26, INGEGNERIA EDILE. Collaboratore del corso
Knowledge of the built heritage in the era of the climate changes. A.A. 2025/26, INGEGNERIA EDILE. Collaboratore del corso

Publications

Latest publications View all publications in 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 (NL), 17-20 June 2025, pp. 742-750. ISBN: 979-8-4007-1125-1
Contributo in Atti di Convegno (Proceeding)