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Ramin Ghiasi

A machine-learning approach for structural damage detection using least square support vector machine based on a new combinational kernel function
2016 · Ramin Ghiasi, Peyman Torkzadeh, et al. · Structural Health Monitoring · 174
Comparative Analysis of Wavelet Transform for Time-Frequency Analysis and Transient Localization in Structural Health Monitoring
2021 · Ahmed Silik, Mohammad Noori, et al. · Structural durability & health monitoring · 123
From model-driven to data-driven: A review of hysteresis modeling in structural and mechanical systems
2023 · Tianyu Wang, Mohammad Noori, et al. · Mechanical Systems and Signal Processing · 115
An unsupervised anomaly detection framework for onboard monitoring of railway track geometrical defects using one-class support vector machine
2024 · Ramin Ghiasi, Muhammad Arslan Khan, et al. · Engineering Applications of Artificial Intelligence · 91
Comparative studies of metamodeling and AI-Based techniques in damage detection of structures
2018 · Ramin Ghiasi, Mohammad Reza Ghasemi, et al. · Advances in Engineering Software · 90
Seismic response prediction of structures based on Runge-Kutta recurrent neural network with prior knowledge
2023 · Tianyu Wang, Huile Li, et al. · Engineering Structures · 64
Optimum wavelet selection for nonparametric analysis toward structural health monitoring for processing big data from sensor network: A comparative study
2021 · Ahmed Silik, Mohammad Noori, et al. · Structural Health Monitoring · 58
Selecting optimum levels of wavelet multi‐resolution analysis for time‐varying signals in structural health monitoring
2021 · Ahmed Silik, Mohammad Noori, et al. · Structural Control and Health Monitoring · 54
Deep Learning-Based Damage, Load and Support Identification for a Composite Pipeline by Extracting Modal Macro Strains from Dynamic Excitations
2018 · Ying Zhao, Mohammad Noori, et al. · Applied Sciences · 50
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Dynamic wavelet neural network model for damage features extraction and patterns recognition
2023 · Ahmed Silik, Mohammad Noori, et al. · Journal of Civil Structural Health Monitoring · 46
Deep Learning-Based Crack Identification for Steel Pipelines by Extracting Features from 3D Shadow Modeling
2021 · Wael A. Altabey, Mohammad Noori, et al. · Applied Sciences · 42
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Probabilistic Seismic Response Prediction of Three-Dimensional Structures Based on Bayesian Convolutional Neural Network
2022 · Tianyu Wang, Huile Li, et al. · Sensors · 41
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Indirect Monitoring of Frequencies of a Multiple Span Bridge Using Data Collected from an Instrumented Train: A Field Case Study
2022 · Abdollah Malekjafarian, Muhammad Arslan Khan, et al. · Sensors · 38
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A data-driven approach for scour detection around monopile-supported offshore wind turbines using Naive Bayes classification
2024 · Satish Jawalageri, Ramin Ghiasi, et al. · Marine Structures · 37
A three-stage damage detection method for large-scale space structures using forward substructuring approach and enhanced bat optimization algorithm
2018 · Ramin Ghiasi, Hamed Fathnejat, et al. · Engineering With Computers · 37
Uncertainty Handling in Structural Damage Detection via Non-Probabilistic Meta-Models and Interval Mathematics, a Data-Analytics Approach
2021 · Ramin Ghiasi, Mohammad Noori, et al. · Applied Sciences · 36
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On the optimization of Tuned Mass Damper Inerter (TMDI) systems for buildings subjected to real ground motions using slime mould algorithm
2024 · Amiya Pandit, Ramin Ghiasi, et al. · Soil Dynamics and Earthquake Engineering · 32
A Deep Learning Based Approach for Response Prediction of Beam-like Structures
2020 · Tianyu Wang, Wael A. Altabey, et al. · Structural durability & health monitoring · 30
A Fatigue Damage Model for FRP Composite Laminate Systems Based on Stiffness Reduction
2019 · Ying Zhao, Mohammad Noori, et al. · Structural durability & health monitoring · 29
Feature subset selection in structural health monitoring data using an advanced binary slime mould algorithm
2023 · Ramin Ghiasi, Abdollah Malekjafarian · Journal of Structural Integrity and Maintenance · 26
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Damage detection of plate-like structures using intelligent surrogate model
2016 · Peyman Torkzadeh, Hamed Fathnejat, et al. · Smart Structures and Systems · 24
Unsupervised domain adaptation for drive-by condition monitoring of multiple railway tracks
2024 · Ramin Ghiasi, Nicolas Lestoille, et al. · Engineering Applications of Artificial Intelligence · 23
Analytic Wavelet Selection for Time–Frequency Analysis of Big Data Form Civil Structure Monitoring
2021 · Ahmed Silik, Mohammad Noori, et al. · Lecture notes in civil engineering · 22
Feature selection for unsupervised defect detection of a wind turbine blade considering operational and environmental conditions
2025 · Mohadeseh Ashkarkalaei, Ramin Ghiasi, et al. · Mechanical Systems and Signal Processing · 20
Travel time prediction for an intelligent transportation system based on a data-driven feature selection method considering temporal correlation
2024 · Amirreza Kandiri, Ramin Ghiasi, et al. · Transportation Engineering · 20
Works count: 80
Citation count: 1,620
H-index: 22
I10-index: 41
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