Eleonora Tronci
Assistant Professor, Civil and Environmental Engineering
Contact
- e.tronci@northeastern.edu
- 360 Huntington Ave
Boston, MA 02115
Office
- 427 Snell Engineering Center
Research Focus
applied machine learning for damage assessment in civil structures; multi-domain transfer learning; performance and structural assessment of offshore wind structures
Education
- PhD, Civil Engineering, Columbia University, 2022
- PhD, Structural Engineering, Sapienza University, 2019
Research Overview
applied machine learning for damage assessment in civil structures; multi-domain transfer learning; performance and structural assessment of offshore wind structures
Department Research Areas
Selected Publications
- Tronci, E. M., Beigi, H., Feng, M. Q., & Betti, R. (2022) A transfer learning SHM strategy for bridges enriched by the use of speaker recognition x-vectors. Journal of Civil Structural Health Monitoring. https://doi.org/10.1007/s13349-022-00591-3
- Tronci E.M, Hieda H., Nagakubo S., & Feng M.Q. (2022) Long-Range Low-Power Multi-Hop Wireless Sensor Network for Monitoring the Vibration Response of Long-Span Bridges. Sensors, 22 (10), 3916. https://doi.org/10.3390/s22103916
- Martini, A., Tronci, E. M., Feng, M. Q., & Leung, R. Y. (2022). A computer vision-based method for bridge model updating using displacement influence lines. Engineering Structures, 259, 114129. https://doi.org/10.1016/j.engstruct.2022.114129
- Tronci, E. M., De Angelis, M., Betti, R., & Altomare, V. (2022). Multi-stage semi-automated methodology for modal parameters estimation adopting parametric system identification algorithms. Mechanical Systems and Signal Processing, 165, 108317. https://doi.org/10.1016/j.ymssp.2021.108317
- Achilli A., Bernagozzi G., Betti R., Diotallevi P., Landi L., Quqa S. and Tronci E.M (2021). On the use of multivariate autoregressive models and outlier analysis for vibration-based damage detection and localization. Smart Structures and Systems, 27 (2), 335-350. https://doi.org/10.12989/sss.2021.27.2.335
Dec 11, 2023
Improving Structural Health and Climate Change with Machine Learning
CEE Assistant Professor Eleonora Tronci is a structural engineer who uses machine learning to assess damage in civil structures and optimize wind farms while focusing on the adaptability of her research to climate change. She joined Northeastern in September 2023.
Aug 18, 2023
New Faculty Spotlight: Eleonora Tronci
Eleonora Tronci joins the Civil and Environmental Engineering department in September 2023 as an Assistant Professor.