Laflamme, Simon https://orcid.org/0000-0002-0601-9664
Blasch, Erik
Ubertini, Filippo https://orcid.org/0000-0002-5044-8482
Liu, Zheng
Wertz, John
Knott, Christine https://orcid.org/0009-0007-3474-6520
Cherry, Matthew
Lindgren, Eric
Chang, Fu-Kuo
Kumar, Amrita https://orcid.org/0009-0008-9609-1424
Poole, Jack
Worden, Keith
Downey, Austin https://orcid.org/0000-0002-5524-2416
Wei, Jie
Musgrave, Patrick F https://orcid.org/0000-0003-1673-9929
Wong, Adrian S https://orcid.org/0000-0003-1199-3290
Quaranta, Giuseppe
Rosso, Marco Martino https://orcid.org/0000-0002-9098-4132
Marano, Giuseppe Carlo
Chen, Yu
Ardiles-Cruz, Erika
Soleimani-Babakamali, Mohammad Hesam https://orcid.org/0000-0002-8792-5246
Avci, Onur https://orcid.org/0000-0003-0221-7126
Inman, Daniel J https://orcid.org/0000-0001-6195-1334
Taciroglu, Ertugrul
Dodson, Jacob
Chen, Genda https://orcid.org/0000-0002-0658-4356
Meng, Wei
Zhu, Chang
Liu, Zemin
Zuo, Jie
Liu, Quan
Khan, Sadik
Hu, Chao
Hu, Zhen
Cicirello, Alice https://orcid.org/0000-0002-6556-2149
Cross, Elizabeth
Chatzi, Eleni https://orcid.org/0000-0002-6870-240X
Weng, Yang
Yuan, Jingyi https://orcid.org/0000-0002-2850-1582
Wen, Song https://orcid.org/0000-0002-8635-2458
Han, Ligong https://orcid.org/0000-0003-3166-0848
Metaxas, Dimitris
Tronci, Eleonora Maria
Moaveni, Babak
Chen, Qian
Ng, Ming Shan
Hackl, Jurgen
Chen, Genshe https://orcid.org/0000-0002-2656-9380
Wei, Sixiao https://orcid.org/0000-0003-1552-5232
Mitoulis, Stergios-Aristoteles
Izonin, Ivan
Uva, Giuseppina https://orcid.org/0000-0001-6408-167X
Ruggieri, Sergio https://orcid.org/0000-0001-5119-8967
Mao, Zhu
Kiranyaz, Serkan https://orcid.org/0000-0003-1551-3397
Devecioglu, Ozer Can
Gabbouj, Moncef https://orcid.org/0000-0002-9788-2323
Mohammadi, Javad https://orcid.org/0000-0003-0425-5302
Funding for this research was provided by:
NIH (2R01HL127661)
NSF (1951890)
INSPIRE University Transportation Center
the U.S. Department of Transportation, Office of the Assistant Secretary for Research and Technology (69A3551747126)
National Recovery and Resilience Plan (PE0000005)
European Union (PE00000013)
AFOSR (23RT0630)
AFRL (FA950-21-1-0082)
UK Engineering and Physical Sciences Research Council (EP/R003645/1)
US government
Air Force Office of Scientific Research (FA9550-23-1-0519)
Air Force Research Laboratory
Defense Established Program (FA9550-22-1-0303)
Italian Ministry (FIS00001797)
National Science Foundation (2046054)
Air Force Office of Scientific Research (FA9550-21-1-0083)
US Air Force
Army Research Laboratory (W911NF-17-2-0211)
U.S. Government
Office of Scientific Research (FA95501810491)
National Natural Science Foundation of China (52275029)
Mid-America Transportation Center at the University of Nebraska (00065573)
Naval Air Warfare Center Aircraft Division (N68335-20-C-0944)
Research and Development Program of China (2022YFB4703002)
Article Title: Roadmap: Integrating artificial intelligence in structural health monitoring systems
Journal Title: Measurement Science and Technology
Article Type: paper
Copyright Information: © 2026 The Author(s). Published by IOP Publishing Ltd
Publication dates
Date Received: 2025-04-10
Date Accepted: 2026-01-20
Online publication date: 2026-03-12