Structural damage quantification using ensemble‐based extremely randomised trees and impulse response functions

Damage Index Analysis of Retaining Wall Structures Based on the Impulse Response Function and Virtual Impulse Response Function

(2021) Qian Xu   SHOCK AND VIBRATION

Structural damage detection using principal component analysis of frequency response function data

(2020) Akbar Esfandiari et al.   Structural Control & Health Monitoring

Deep residual network framework for structural health monitoring

(2020) Ruhua Wang et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

XGBoost algorithm-based prediction of concrete electrical resistivity for structural health monitoring

(2020) Wei Dong et al.   AUTOMATION IN CONSTRUCTION

Vibration-Based Seismic Damage States Evaluation for Regional Concrete Beam Bridges Using Random Forest Method

(2020) Xiaoming Lei et al.   Sustainability

Development and application of random forest technique for element level structural damage quantification

(2020) Chencho et al.   Structural Control & Health Monitoring

An ensemble decision tree methodology for remaining useful life prediction of spur gears under natural pitting progression

(2019) Pradeep Kundu et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Structural Damage Diagnosis-Oriented Impulse Response Function Estimation under Seismic Excitations

(2019) Jian-Fu Lin et al.   SENSORS

Numerical and experimental investigation of modal-energy-based damage localization for offshore wind turbine structures

(2018) Yingchao Li et al.   ADVANCES IN STRUCTURAL ENGINEERING

A novel unsupervised deep learning model for global and local health condition assessment of structures

(2018) Mohammad Hossein Rafiei et al.   ENGINEERING STRUCTURES

Structural damage identification based on autoencoder neural networks and deep learning

(2018) Chathurdara Sri Nadith Pathirage et al.   ENGINEERING STRUCTURES

Structural health monitoring and fatigue damage estimation using vibration measurements and finite element model updating

(2018) Dimitrios Giagopoulos et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Development and application of a deep learning–based sparse autoencoder framework for structural damage identification

(2018) Chathurdara Sri Nadith Pathirage et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

A novel deep learning-based method for damage identification of smart building structures

(2018) Yang Yu et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

A particle filter-based model selection algorithm for fatigue damage identification on aeronautical structures

(2017) Francesco Cadini et al.   Structural Control & Health Monitoring

Optimization of an artificial neural network for fatigue damage identification using analysis of variance

(2016) Claudio Sbarufatti   Structural Control & Health Monitoring

Mode shape-based damage detection in plate structure without baseline data

(2016) Sandris Rucevskis et al.   Structural Control & Health Monitoring

Structure damage detection based on random forest recursive feature elimination

(2014) Qifeng Zhou et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Performance optimization of a diagnostic system based upon a simulated strain field for fatigue damage characterization

(2013) C. Sbarufatti et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Finite element model updating using frequency response functions and numerical sensitivities

(2013) Jesse D. Sipple et al.   Structural Control & Health Monitoring

Substructure damage identification based on response reconstruction in frequency domain and model updating

(2012) J. Li et al.   ENGINEERING STRUCTURES

Structural damage detection method based on random forests and data fusion

(2012) Qifeng Zhou et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Vibration-based Damage Identification Methods: A Review and Comparative Study

(2010) Wei Fan et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Structural damage detection with statistical analysis from support excitation

(2008) X.Y. Li et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Pseudo-static approach for damage identification of bridges based on coupling vibration with a moving vehicle

(2008) Chul-Woo Kim et al.   Structure and Infrastructure Engineering

Earthquake damage detection in the Imperial County Services Building III: Analysis of wave travel times via impulse response functions

(2007) Maria I. Todorovska et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING