Mohammad Hesam Soleimani‐Babakamali

University of California System

8H指数

21论文数

286被引数

收录论文 9

发表时间

Unbiased Normalized Ensemble Methodology for Zero-Shot Structural Damage Detection Using Manifold Learning and Reconstruction Error From Variational Autoencoder 基于流形学习和变分自编码器重构误差的零样本结构损伤检测无偏归一化集成方法论

structural control health monitoring

IF0

2025-07-16

OAAI

Mohammad Ali Heravi; Hosein Naderpour; Mohammad Hesam Soleimani-Babakamali

Multi-Source Transfer Learning for zero-shot Structural Damage Detection

APPLIED SOFT COMPUTING

IF6.6

2025-01-01

OAAI

Soleimani-Babakamali, Learning Damage Mohammad Hesam; Soleimani-Babakamali, Roksana; Kashfi-Yeganeh, Arash; Nasrollahzadeh, Kourosh; Avci, Onur; Kiranyaz, Serkan; Taciroglu, Ertugrul

Transferring damage detection knowledge across rotating machines and framed structures: Harnessing domain adaptation and contrastive learning

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2024-12-01

OAAI

Soleimani-Babakamali, Roksana; Soleimani-Babakamali, Mohammad Hesam; Heravi, Mohammad Ali; Askari, Mohammad; Avci, Onur; Taciroglu, Ertugrul

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

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2023-09-01

OAAI

Soleimani-Babakamali, Mohammad Hesam; Soleimani-Babakamali, Roksana; Nasrollahzadeh, Kourosh; Avci, Onur; Kiranyaz, Serkan; Taciroglu, Ertugrul

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

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2023-03-01

OAAI

Soleimani-Babakamali, Mohammad Hesam; Soleimani-Babakamali, Roksana; Sarlo, Rodrigo; Farghally, Mohammed F.; Lourentzou, Ismini

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

ENGINEERING STRUCTURES

IF6.4

2022-09-01

PREAI

Soleimani-Babakamali, Mohammad Hesam; Esteghamati, Mohsen Zaker

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

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2022-05-01

OAAI

Soleimani-Babakamali, Mohammad Hesam; Sepasdar, Reza; Nasrollahzadeh, Kourosh; Sarlo, Rodrigo

Toward a general unsupervised novelty detection framework in structural health monitoring

COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

IF9.1

2022-01-21

PREAI

Soleimani-Babakamali, Mohammad Hesam; Sepasdar, Reza; Nasrollahzadeh, Kourosh; Lourentzou, Ismini; Sarlo, Rodrigo

A general framework for supervised structural health monitoring and sensor output validation mitigating data imbalance with generative adversarial networks-generated high-dimensional features

STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

IF5.7

2021-07-13

PREAI

Soleimani-Babakamali, Mohammad Hesam; Soleimani-Babakamali, Roksana; Sarlo, Rodrigo

研究方向