Ph.D. candidate in Ingegneria Civile E Ambientale , 40th cycle (2024-2027) Department of Structural, Geotechnical and Building Engineering (DISEG) enrico.cianci@polito.it Profile PhD Tutors Bernardino Chiaia Marco Civera Valerio De Biagi Publications Latest publications View all publications in Porto@Iris Cianci, E.; Civera, M.; De Biagi, V.; Chiaia, B. (2026)Physics-informed machine learning for the structural health monitoring and early warning of a long highway viaduct with displacement transducers. In: MECHANICAL SYSTEMS AND SIGNAL PROCESSING, vol. 242. ISSN 0888-3270 Contributo su Rivista Cianci, Enrico; Civera, Marco; De Biagi, Valerio; Chiaia, Bernardino (2025)Predictive Modelling of bridge bearing displacements with Physics‐Enhanced Machine Learning (PEML) environmental effects filtering. In: EUROSTRUCT 2025 European Association on Quality Control of Bridges and Structures, Dublin (IE), 2–5 September 2025, pp. 156-163. ISSN 2509-7075 Contributo in Atti di Convegno (Proceeding)