Deep learning based segmentation using full wavefield processing for delamination identification: A comparative study

Crack identification in laminated composites based on modal responses using metaheuristics, artificial neural networks and response surface method: a comparative study

(2021) Felipe Mouallem de Assis et al.   ARCHIVE OF APPLIED MECHANICS

Data-Driven Structural Health Monitoring and Damage Detection through Deep Learning: State-of-the-Art Review

(2020) Mohsen Azimi et al.   SENSORS

Neural network-based damage identification in composite laminated plates using frequency shifts

(2020) Guilherme Antonio Oliver et al.   NEURAL COMPUTING & APPLICATIONS

Using the hybrid DAS-SR method for damage localization in composite plates

(2020) A. Nokhbatolfoghahai et al.   COMPOSITE STRUCTURES

Full wavefield processing by using FCN for delamination detection

(2020) Abdalraheem A. Ijjeh et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Convolutional Neural Network Approach for Robust Structural Damage Detection and Localization

(2019) Nur Sila Gulgec et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Damage Identification in Various Types of Composite Plates Using Guided Waves Excited by a Piezoelectric Transducer and Measured by a Laser Vibrometer

(2019) Maciej Radzieński et al.   SENSORS

Deep learning for enhancing wavefield image quality in fast non-contact inspections

(2019) Yasamin Keshmiri Esfandabadi et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Deep learning based crack damage detection technique for thin plate structures using guided lamb wave signals

(2019) Heng Liu et al.   Smart Materials and Structures

Crack identification method in beam-like structures using changes in experimentally measured frequencies and Particle Swarm Optimization

(2018) Samir Khatir et al.   COMPTES RENDUS MECANIQUE

Vision-Based Fatigue Crack Detection of Steel Structures Using Video Feature Tracking

(2018) Xiangxiong Kong et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Impact induced damage assessment by means of Lamb wave image processing

(2018) Pawel Kudela et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Impact damage visualization in a honeycomb composite panel through laser inspection using zero-lag cross-correlation imaging condition

(2018) Donato Girolamo et al.   ULTRASONICS

Autonomous concrete crack detection using deep fully convolutional neural network

(2018) Cao Vu Dung et al.   AUTOMATION IN CONSTRUCTION

A Sensor Data Fusion System Based on k-Nearest Neighbor Pattern Classification for Structural Health Monitoring Applications

(2017) Jaime Vitola et al.   SENSORS

Evaluation of deep learning approaches based on convolutional neural networks for corrosion detection

(2017) Deegan J Atha et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Guided wave based structural health monitoring: A review

(2016) Mira Mitra et al.   Smart Materials and Structures

A machine-learning approach for structural damage detection using least square support vector machine based on a new combinational kernel function

(2016) Ramin Ghiasi et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Application of Artificial Neural Networks and Probability Ellipse methods for damage detection using Lamb waves

(2015) A. De Fenza et al.   COMPOSITE STRUCTURES

Identification of cracks in thin-walled structures by means of wavenumber filtering

(2015) Paweł Kudela et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Deep learning

(2015) Yann LeCun et al.   NATURE

Robust dimensionality reduction and damage detection approaches in structural health monitoring

(2014) Nguyen LD Khoa et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Structural Damage Identification Using an Adaptive Multi-stage Optimization Method Based on a Modified Particle Swarm Algorithm

(2013) M. R. Nouri Shirazi et al.   JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS

Impact localization in composite structures of arbitrary cross section

(2012) Francesco Ciampa et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Fault detection based on Kernel Principal Component Analysis

(2010) Viet Ha Nguyen et al.   ENGINEERING STRUCTURES

A Multilayer Delaminated Composite Beam and Plate Elements: Reflections of Lamb Waves at Delamination

(2009) P. Kudela et al.   MECHANICS OF ADVANCED MATERIALS AND STRUCTURES

Damage Localisation in a Stiffened Composite Panel

(2008) D. Chetwynd et al.   STRAIN