Development of a Machine Learning-Based Damage Identification Method Using Multi-Point Simultaneous Acceleration Measurement Results

Applicability of machine learning to a crack model in concrete bridges

(2020) Yuriko Okazaki et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Artificial Neural Network for Vertical Displacement Prediction of a Bridge from Strains (Part 2): Optimization of Strain-Measurement Points by a Genetic Algorithm under Dynamic Loading

(2020) Hyun Su Moon et al.   Applied Sciences-Basel

Random forest-based evaluation technique for internal damage in reinforced concrete featuring multiple nondestructive testing results

(2020) Pang-jo Chun et al.   CONSTRUCTION AND BUILDING MATERIALS

Artificial Neural Network for Vertical Displacement Prediction of a Bridge from Strains (Part 1): Girder Bridge under Moving Vehicles

(2019) Hyun Su Moon et al.   Applied Sciences-Basel

Evaluation of Tensile Performance of Steel Members by Analysis of Corroded Steel Surface Using Deep Learning

(2019) Pang-jo Chun et al.   Metals

Structural Damage Detection Using Vibration Response Through Cross-Correlation Analysis: Experimental Study

(2018) C. M. Diwakar et al.   AIAA JOURNAL

Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks

(2017) Osama Abdeljaber et al.   JOURNAL OF SOUND AND VIBRATION

Bridge Damage Severity Quantification Using Multipoint Acceleration Measurement and Artificial Neural Networks

(2015) Pang-jo Chun et al.   SHOCK AND VIBRATION

Damage identification in aluminum beams using support vector machine: Numerical and experimental studies

(2015) Satish B. Satpal et al.   Structural Control & Health Monitoring

Structural Damage Detection of Truss Bridge under Environmental Variability

(2015) Ling Yu et al.   Applied Mathematics & Information Sciences

Structural Damage Detection of Truss Bridge under Environmental Variability

(2015) Ling Yu et al.   Applied Mathematics & Information Sciences

Development of an Efficient Maintenance Strategy for Corroded Steel Bridge Infrastructures

(2012) J. M. R. S. Appuhamy et al.   Journal of Bridge Engineering

Machine learning algorithms for damage detection under operational and environmental variability

(2010) Eloi Figueiredo et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

The stochastic finite element method: Past, present and future

(2008) George Stefanou   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING