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

Structural damage detection in an aeronautical panel using analysis of variance

(2015) Camila Gianini Gonsalez et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

System identification of a full-scale five-story reinforced concrete building tested on the NEES-UCSD shake table

(2015) Rodrigo Astroza et al.   Structural Control & Health Monitoring

On-line unsupervised detection of early damage

(2015) João P. Santos et al.   Structural Control & Health Monitoring

A numerically-enhanced machine learning approach to damage diagnosis using a Lamb wave sensing network

(2014) C. Sbarufatti et al.   JOURNAL OF SOUND AND VIBRATION

Application of artificial neural networks for compounding multiple damage indices in Lamb-wave-based damage detection

(2014) Ziemowit Dworakowski et al.   Structural Control & Health Monitoring

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

Ensemble neural network-based particle filtering for prognostics

(2013) P. Baraldi et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Application of sensor technologies for local and distributed structural health monitoring

(2013) C. Sbarufatti et al.   Structural Control & Health Monitoring

A comparison of methods to avoid overfitting in neural networks training in the case of catchment runoff modelling

(2012) Adam P. Piotrowski et al.   JOURNAL OF HYDROLOGY

Real-time impact identification algorithm for composite structures using fiber Bragg grating sensors

(2012) Byeong-Wook Jang et al.   Structural Control & Health Monitoring

Dynamic-Based Damage Identification Using Neural Network Ensembles and Damage Index Method

(2010) Ulrike Dackermann et al.   ADVANCES IN STRUCTURAL ENGINEERING

Bayesian neural networks for bridge integrity assessment

(2010) S. Arangio et al.   Structural Control & Health Monitoring

Damage identification in civil engineering structures utilizing PCA-compressed residual frequency response functions and neural network ensembles

(2009) Jianchun Li et al.   Structural Control & Health Monitoring

Damage detection in an aluminium plate using outlier analysis

(2008) D. CHETWYND et al.   FATIGUE & FRACTURE OF ENGINEERING MATERIALS & STRUCTURES

Optimized Approximation Algorithm in Neural Networks Without Overfitting

(2008) Yinyin Liu et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Development and validation of a strain-based Structural Health Monitoring system

(2008) Ch.E. Katsikeros et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING