Big Data Analytics and Structural Health Monitoring: A Statistical Pattern Recognition-Based Approach. - Alireza Entezami; Hassan Sarmadi; Behshid Behkamal; Stefano Mariani 002 (Sensors, 2020)

Early damage detection by an innovative unsupervised learning method based on kernel null space and peak-over-threshold. - Hassan Sarmadi; Ka-Veng Yuen (Comput. Aided Civ. Infrastructure Eng., 2021)

Health Monitoring of Large-Scale Civil Structures: An Approach Based on Data Partitioning and Classical Multidimensional Scaling. - Alireza Entezami; Hassan Sarmadi; Behshid Behkamal; Stefano Mariani 002 (Sensors, 2021)

On model-based damage detection by an enhanced sensitivity function of modal flexibility and LSMR-Tikhonov method under incomplete noisy modal data. - Hassan Sarmadi; Alireza Entezami; Mansour Ghalehnovi (Eng. Comput., 2022)

Damage identification of structural systems by modal strain energy and an optimization-based iterative regularization method. - Mohammad Hassan Daneshvar; Mohsen Saffarian; Hashem Jahangir; Hassan Sarmadi (Eng. Comput., 2023)

Machine learning-aided prediction of windstorm-induced vibration responses of long-span suspension bridges. - Alireza Entezami; Hassan Sarmadi (Comput. Aided Civ. Infrastructure Eng., 2025)