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Dipartimento di Ingegneria dell'Ambiente, del Territorio e delle Infrastrutture
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Physics-informed machine learning for the structural health monitoring and early warning of a long highway viaduct with displacement transducers
2026 Cianci, E.; Civera, M.; De Biagi, V.; Chiaia, B.
Predictive Modelling of bridge bearing displacements with Physics‐Enhanced Machine Learning (PEML) environmental effects filtering
2025 Cianci, Enrico; Civera, Marco; De Biagi, Valerio; Chiaia, Bernardino
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Physics-informed machine learning for the structural health monitoring and early warning of a long highway viaduct with displacement transducers / Cianci, E.; Civera, M.; De Biagi, V.; Chiaia, B.. - In: MECHANICAL SYSTEMS AND SIGNAL PROCESSING. - ISSN 0888-3270. - 242:(2026). [10.1016/j.ymssp.2025.113659] | 1-gen-2026 | Cianci E.Civera M.De Biagi V.Chiaia B. | 113+Cianci+MSSP+Capodichino_mini.pdf |
| Predictive Modelling of bridge bearing displacements with Physics‐Enhanced Machine Learning (PEML) environmental effects filtering / Cianci, Enrico; Civera, Marco; De Biagi, Valerio; Chiaia, Bernardino. - In: CE/PAPERS. - ISSN 2509-7075. - 8:(2025), pp. 156-163. ( EUROSTRUCT 2025 European Association on Quality Control of Bridges and Structures Dublin (IE) 2–5 September 2025) [10.1002/cepa.3387]. | 1-gen-2025 | Cianci, EnricoCivera, MarcoDe Biagi, ValerioChiaia, Bernardino | 114 - Cianci ENGSTRUCT 2025.pdf |