Deep learning method for detection of structural microcracks by brillouin scattering based distributed optical fiber sensors

Method and monitoring approach for distributed detection of damage in multi-span continuous bridges

(2019) Elias Abdoli Oskoui et al.   ENGINEERING STRUCTURES

Impact identification using nonlinear dimensionality reduction and supervised learning

(2019) V Meruane et al.   Smart Materials and Structures

1-D CNNs for structural damage detection: Verification on a structural health monitoring benchmark data

(2018) Osama Abdeljaber et al.   NEUROCOMPUTING

Improving the durability of the optical fiber sensor based on strain transfer analysis

(2018) Huaping Wang et al.   OPTICAL FIBER TECHNOLOGY

Flight demonstration of aircraft wing monitoring using optical fiber distributed sensing system

(2018) Daichi Wada et al.   Smart Materials and Structures

Visual saliency–based image binarization approach for detection of surface microcracks by distributed optical fiber sensors

(2018) Qingsong Song et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network

(2018) Awni Y. Hannun et al.   NATURE MEDICINE

Strain transfer theory of industrialized optical fiber-based sensors in civil engineering: A review on measurement accuracy, design and calibration

(2018) Huaping Wang et al.   SENSORS AND ACTUATORS A-PHYSICAL

Strain transfer analysis of fiber Bragg grating sensor assembled composite structures subjected to thermal loading

(2018) Huaping Wang et al.   COMPOSITES PART B-ENGINEERING

Detection of Tension Loss in Cables of Cable-Stayed Bridges by Distributed Monitoring of Bridge Deck Strains

(2016) Ebrahim Nazarian et al.   JOURNAL OF STRUCTURAL ENGINEERING

Strain transfer analysis of optical fiber based sensors embedded in an asphalt pavement structure

(2016) Huaping Wang et al.   MEASUREMENT SCIENCE and TECHNOLOGY

[INVITED] State of the art of Brillouin fiber-optic distributed sensing

(2016) Avi Motil et al.   OPTICS AND LASER TECHNOLOGY

Intensifying the response of distributed optical fibre sensors using 2D and 3D image restoration

(2016) Marcelo A. Soto et al.   Nature Communications

Detection of Tension Loss in Cables of Cable-Stayed Bridges by Distributed Monitoring of Bridge Deck Strains

(2016) Ebrahim Nazarian et al.   JOURNAL OF STRUCTURAL ENGINEERING

Deep learning

(2015) Yann LeCun et al.   NATURE

Energy-Based Damage Assessment Methodology for Structural Health Monitoring of Modern Reinforced Concrete Bridge Columns

(2013) Amirhossein Iranmanesh et al.   Journal of Bridge Engineering

Stationary Wavelet Transform Method for Distributed Detection of Damage by Fiber-Optic Sensors

(2013) Xin Feng et al.   JOURNAL OF ENGINEERING MECHANICS

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Development of method for in-service crack detection based on distributed fiber optic sensors

(2011) Branko Glisic et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Learning from Imbalanced Data

(2009) Haibo He et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING