Fragility of transport assets exposed to multiple hazards: State-of-the-art review toward infrastructural resilience. - Sotirios Argyroudis; Stergios Aristoteles Mitoulis; Mike G. Winter; Amir M. Kaynia (Reliab. Eng. Syst. Saf., 2019)

Vulnerability of bridges to individual and multiple hazards- floods and earthquakes. - Sotirios Argyroudis; Stergios Aristoteles Mitoulis (Reliab. Eng. Syst. Saf., 2021)

Machine learning for predicting energy efficiency of buildings: a small data approach. - Ivan Izonin; Roman Tkachenko; Stergios Aristoteles Mitoulis; Asaad Faramarzi; Ivan Tsmots; Danylo Mashtalir (EUSPN/ICTH, 2023)

Regression-based Model for Predicting Simulated vs Actual Building Performance Discrepancies. - Ivan Izonin; Roman Tkachenko; Rosana Caro; Antonio Latorre de la Fuente; Kyrylo Yemets; Stergios Aristoteles Mitoulis (EUSPN/ICTH, 2024)

PCA-NuSVR Framework for Predicting Local and Global Indicators of Tunneling-induced Building Damage. - Ivan Izonin; Ali Gamra; Oleslav Boychuk; Jelena Ninic; Roman Tkachenko; Stergios Aristoteles Mitoulis (SMARTINDUSTRY, 2024)

Real-Time Monitoring of Road Networks for Pavement Damage Detection Based on Preprocessing and Neural Networks. - Nataliya Shakhovska; Vitaliy Yakovyna; Maksym Mysak; Stergios Aristoteles Mitoulis; Sotirios Argyroudis; Yuriy Syerov (Big Data Cogn. Comput., 2024)

Tiered approach for rapid damage characterisation of infrastructure enabled by remote sensing and deep learning technologies. - Nadiia Kopiika; Andreas Karavias; Pavlos Krassakis; Zehao Ye; Jelena Ninic; Nataliya Shakhovska; Nikolaos Koukouzas; Sotirios Argyroudis; Stergios Aristoteles Mitoulis (CoRR, 2024)

A Method for Reducing Training Time of ML-Based Cascade Scheme for Large-Volume Data Analysis. - Ivan Izonin; Roman Muzyka; Roman Tkachenko; Ivanna Dronyuk; Kyrylo Yemets; Stergios Aristoteles Mitoulis (Sensors, 2024)

Artificial Intelligence for the Future of Construction. - Ivan Izonin; Roman Tkachenko; Nataliya Shakhovska; Rosana Caro; Antonio LaTorre; Stergios Aristoteles Mitoulis (SMARTINDUSTRY, 2025)

Mitigation of Risks Associated with Distrustful Routers in OSPF Networks - An Enhanced Method. - Kvitoslava Obelovska; Yaromyr Snaichuk; Oleh Liskevych; Stergios Aristoteles Mitoulis; Rostyslav Liskevych (Comput., 2025)

GRNN-based cascade ensemble model for non-destructive damage state identification: small data approach. - Ivan Izonin; Athanasia K. Kazantzi; Roman Tkachenko; Stergios Aristoteles Mitoulis (Eng. Comput., 2025)

AI and Remote Sensing for Resilient and Sustainable Built Environments: A Review of Current Methods, Open Data and Future Directions. - Ubada El Joulani; Tatiana Kalganova; Stergios Aristoteles Mitoulis; Sotirios Argyroudis (CoRR, 2025)

PAKP: Parallelized Adaptive Kriging method with Partial least squares for high-dimensional reliability analysis. - Jinsheng Wang; Guoji Xu; Jiaguo Zhou; Yongle Li; Shihao Xue; Stergios Aristoteles Mitoulis (Reliab. Eng. Syst. Saf., 2026)