Mohammad Hesam Soleimani‐Babakamali

Toward a general unsupervised novelty detection framework in structural health monitoring

Mohammad Hesam Soleimani‐Babakamali, Reza Sepasdar, Kourosh Nasrollahzadeh et al. · Computer-Aided Civil and Infrastructure Engineering · 2022 · 59 citations

Estimating seismic demand models of a building inventory from nonlinear static analysis using deep learning methods

Mohammad Hesam Soleimani‐Babakamali, Mohsen Zaker Esteghamati · Engineering Structures · 2022 · 42 citations

Earthquake Engineering, Engineering, Machine Learning +10

Zero-shot transfer learning for structural health monitoring using generative adversarial networks and spectral mapping

Mohammad Hesam Soleimani‐Babakamali, Roksana Soleimani-Babakamali, Kourosh Nasrollahzadeh et al. · Mechanical Systems and Signal Processing · 2023 · 41 citations

Few-shot Learning, Image Analysis, Machine Learning +11

A system reliability approach to real-time unsupervised structural health monitoring without prior information

Mohammad Hesam Soleimani‐Babakamali, Reza Sepasdar, Kourosh Nasrollahzadeh et al. · Mechanical Systems and Signal Processing · 2022 · 31 citations

Reliability, Real-time Monitoring, Condition Monitoring +14

On the effectiveness of dimensionality reduction for unsupervised structural health monitoring anomaly detection

Mohammad Hesam Soleimani‐Babakamali, Roksana Soleimani-Babakamali, Rodrigo Sarlo et al. · Mechanical Systems and Signal Processing · 2022 · 31 citations

Anomaly Detection, Machine Learning, Data Science +11