A deep feed-forward neural network for damage detection in functionally graded carbon nanotube-reinforced composite plates using modal kinetic energy

Deep autoencoder based energy method for the bending, vibration, and buckling analysis of Kirchhoff plates with transfer learning

(2021) Xiaoying Zhuang et al.   EUROPEAN JOURNAL OF MECHANICS A-SOLIDS

A comparative study of different dynamic condensation techniques applied to multi-damage identification of FGM and FG-CNTRC plates

(2021) D. Dinh-Cong et al.   ENGINEERING WITH COMPUTERS

Applying Deep Learning to Continuous Bridge Deflection Detected by Fiber Optic Gyroscope for Damage Detection

(2020) Sheng Li et al.   SENSORS

A FE model updating technique based on SAP2000-OAPI and enhanced SOS algorithm for damage assessment of full-scale structures

(2020) D. Dinh-Cong et al.   APPLIED SOFT COMPUTING

An energy approach to the solution of partial differential equations in computational mechanics via machine learning: Concepts, implementation and applications

(2020) E. Samaniego et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

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

(2020) Mohsen Azimi et al.   SENSORS

An effective deep feedforward neural networks (DFNN) method for damage identification of truss structures using noisy incomplete modal data

(2020) Tam T. Truong et al.   Journal of Building Engineering

A two-stage multi-damage detection approach for composite structures using MKECR-Tikhonov regularization iterative method and model updating procedure

(2020) D. Dinh-Cong et al.   APPLIED MATHEMATICAL MODELLING

Automatic seismic damage identification of reinforced concrete columns from images by a region-based deep convolutional neural network

(2019) Yang Xu et al.   Structural Control & Health Monitoring

Automatic damage detection of historic masonry buildings based on mobile deep learning

(2019) Niannian Wang et al.   AUTOMATION IN CONSTRUCTION

Two-Stage Structural Damage Assessment by Combining Modal Kinetic Energy Change with Symbiotic Organisms Search

(2019) D. Dinh-Cong et al.   International Journal of Structural Stability and Dynamics

Structural damage assessment with incomplete and noisy modal data using model reduction technique and LAPO algorithm

(2019) Du Dinh-Cong et al.   Structure and Infrastructure Engineering

Instance-level recognition and quantification for concrete surface bughole based on deep learning

(2019) Fujia Wei et al.   AUTOMATION IN CONSTRUCTION

Subsurface damage detection of a steel bridge using deep learning and uncooled micro-bolometer

(2019) Rahmat Ali et al.   CONSTRUCTION AND BUILDING MATERIALS

A deep-learning-based approach for fast and robust steel surface defects classification

(2019) Guizhong Fu et al.   OPTICS AND LASERS IN ENGINEERING

Densely connected deep neural network considering connectivity of pixels for automatic crack detection

(2019) Qipei Mei et al.   AUTOMATION IN CONSTRUCTION

An efficient approach for optimal sensor placement and damage identification in laminated composite structures

(2018) D. Dinh-Cong et al.   ADVANCES IN ENGINEERING SOFTWARE

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 Review of Vibration Based Inverse Methods for Damage Detection and Identification in Mechanical Structures Using Optimization Algorithms and ANN

(2018) Guilherme Ferreira Gomes et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

Static and free vibration analyses of functionally graded carbon nanotube reinforced composite plates using CS-DSG3

(2018) T. Truong-Thi et al.   International Journal of Computational Methods

Damage assessment in plate-like structures using a two-stage method based on modal strain energy change and Jaya algorithm

(2018) D. Dinh-Cong et al.   INVERSE PROBLEMS IN SCIENCE AND ENGINEERING

Surface fatigue crack identification in steel box girder of bridges by a deep fusion convolutional neural network based on consumer-grade camera images

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

Image-driven structural steel damage condition assessment method using deep learning algorithm

(2018) Heng Liu et al.   MEASUREMENT

Efficiency of Jaya algorithm for solving the optimization-based structural damage identification problem based on a hybrid objective function

(2017) Dinh-Cong Du et al.   ENGINEERING OPTIMIZATION

Damage detection via closed-form sensitivity matrix of modal kinetic energy change ratio

(2017) A.H. Hadjian Shahri et al.   JOURNAL OF SOUND AND VIBRATION

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

A combination of damage locating vector method (DLV) and differential evolution algorithm (DE) for structural damage assessment

(2017) T. Nguyen-Thoi et al.   Frontiers of Structural and Civil Engineering

A two-step approach for damage detection in laminated composite structures using modal strain energy method and an improved differential evolution algorithm

(2016) T. Vo-Duy et al.   COMPOSITE STRUCTURES

Automatic Road Crack Detection Using Random Structured Forests

(2016) Yong Shi et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Isogeometric analysis of functionally graded carbon nanotube-reinforced composite plates using higher-order shear deformation theory

(2015) P. Phung-Van et al.   COMPOSITE STRUCTURES

Mechanical analysis of functionally graded carbon nanotube reinforced composites: A review

(2015) K.M. Liew et al.   COMPOSITE STRUCTURES

Structural Damage Detection Using Modal Strain Energy and Hybrid Multiobjective Optimization

(2015) Young-Jin Cha et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Combined Imaging Technologies for Concrete Bridge Deck Condition Assessment

(2015) Khatereh Vaghefi et al.   JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES

Damage assessment of laminated composite beam structures using damage locating vector (DLV) method

(2015) T. Vo-Duy et al.   Frontiers of Structural and Civil Engineering

A new technique to optimize the use of mode shape derivatives to localize damage in laminated composite plates

(2013) P. Moreno-García et al.   COMPOSITE STRUCTURES

Rapid entropy-based detection and properties measurement of concrete spalling with machine vision for post-earthquake safety assessments

(2012) Stephanie German et al.   ADVANCED ENGINEERING INFORMATICS

Parametric Performance Evaluation of Wavelet-Based Corrosion Detection Algorithms for Condition Assessment of Civil Infrastructure Systems

(2012) Mohammad R. Jahanshahi et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Static and free vibration analyses of carbon nanotube-reinforced composite plates using finite element method with first order shear deformation plate theory

(2011) Ping Zhu et al.   COMPOSITE STRUCTURES

A two stage method for structural damage detection using a modal strain energy based index and particle swarm optimization

(2011) S.M. Seyedpoor   INTERNATIONAL JOURNAL OF NON-LINEAR MECHANICS

Finite Element Model Updating Using Evolutionary Strategy for Damage Detection

(2010) Reza Jafarkhani et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Nonlinear bending of functionally graded carbon nanotube-reinforced composite plates in thermal environments

(2009) Hui-Shen Shen   COMPOSITE STRUCTURES

Experimental validation of modal strain energies based damage identification method for a composite sandwich beam

(2009) Manoj Kumar et al.   COMPOSITES SCIENCE AND TECHNOLOGY

Frequency response function shape-based methods for structural damage localisation

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