Publications

A selection of journal articles, conference papers and technical reports related to HAIRI research activities.

Journal articles

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  • Santarsiero, G., Masi, A., Romano, A., Picciano, V., Savoia, M. (2025)
    AI-Assisted Inspection of Bridge Bearings: Integrating Computer Vision and Large Language Models into the APPOGGI procedure, Engineering Structures (under revision, manuscript number ENGSTRUCT-D-25-09747).
  • Santarsiero, G. (2025)
    Automated assessment of bridge guardrails for regional prioritization based on open-source data and deep learning algorithms, Results in Engineering, 26, 105210. https://doi.org/10.1016/j.rineng.2025.105210
  • Santarsiero, G., Mishra, M., Singh, M.K., Masi, A. (2021)
    Structural health monitoring of exterior beam–column subassemblies through detailed numerical modelling and using various machine learning techniques, Machine Learning With Applications, 6, 100190. https://doi.org/10.1016/j.mlwa.2021.100190
  • Shakya, A., Mishra, M., Maity, D., Santarsiero, G. (2019)
    Structural health monitoring based on the hybrid ant colony algorithm by using Hooke–Jeeves pattern search, SN Applied Sciences, 1(7), 799. https://link.springer.com/article/10.1007/s42452-019-0808-6

Conference papers

  • Santarsiero, G., Picciano, V., Ventricelli, N., Masi, A. (2025)
    Automated Damage Classification and Code-Based Reporting in Bridge Inspections Using Deep Learning Algorithms, Artiste – Artificial Intelligence in Structural Engineering Conference, Torino, September 2025.
  • Santarsiero, G., Romano, A., Picciano, V., Masi, A. (2025)
    Intelligent inspection of bridge bearings through an Engineering Constrained ML approach, Artiste – Artificial Intelligence in Structural Engineering Conference, Torino, September 2025.
  • Picciano, V., Masi, A., Digrisolo, A. (2024)
    Structural analysis of dapped-end beams through machine learning techniques, IABMAS Conference, Copenhagen, 2024.

Research reports

Reports will be published soon.

Ph.D Thesis

  • "Modelling, analysis, and optimisation of strengthening techniques to enhance the structural safety and resilience of reinforced concrete bridges with Gerber saddles" (Valentina Picciano)
    Executive summary

Bachelor thesis

Documents will be published soon.

Master thesis

Documents will be published soon.

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