Shear loading detection of through bolts in bridge structures using a percussion‐based one‐dimensional memory‐augmented convolutional neural network

Monitoring of multi-bolt connection looseness using a novel vibro-acoustic method

(2020) Furui Wang et al.   NONLINEAR DYNAMICS

Encoder-decoder network for pixel-level road crack detection in black-box images

(2019) Seongdeok Bang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Vibration‐based structural state identification by a 1‐dimensional convolutional neural network

(2019) Youqi Zhang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Static and Fatigue Tests of Steel-Precast Composite Beam Specimens with Through-Bolt Shear Connectors

(2019) Kyle D. Balkos et al.   Journal of Bridge Engineering

Heart sounds classification using a novel 1-D convolutional neural network with extremely low parameter consumption

(2019) Bin Xiao et al.   NEUROCOMPUTING

Bolt loosening detection based on audio classification

(2019) Yang Zhang et al.   ADVANCES IN STRUCTURAL ENGINEERING

Convolutional neural network-based wind-induced response estimation model for tall buildings

(2019) Byung Kwan Oh et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Autonomous damage segmentation and measurement of glazed tiles in historic buildings via deep learning

(2019) Niannian Wang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A deep learning algorithm for simulating autonomous driving considering prior knowledge and temporal information

(2019) Sikai Chen et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Bolt early looseness monitoring using modified vibro-acoustic modulation by time-reversal

(2019) Furui Wang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Monitoring of early looseness of multi-bolt connection: a new entropy-based active sensing method without saturation

(2019) Furui Wang et al.   Smart Materials and Structures

Percussion-based bolt looseness monitoring using intrinsic multiscale entropy analysis and BP neural network

(2019) Rui Yuan et al.   Smart Materials and Structures

Concrete bridge surface damage detection using a single‐stage detector

(2019) Chaobo Zhang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Structural health monitoring using extremely compressed data through deep learning

(2019) Mohsen Azimi et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Post-installed shear connectors: Push-out tests of coiled spring pins vs. headed studs

(2019) Robert Hällmark et al.   JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH

Modeling and analysis of an impact-acoustic method for bolt looseness identification

(2019) Furui Wang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Design of a New Vision-Based Method for the Bolts Looseness Detection in Flange Connections

(2019) Chenyu Wang et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Deep Transfer Learning for Image-Based Structural Damage Recognition

(2018) Yuqing Gao et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Deep Learning for Accelerated Seismic Reliability Analysis of Transportation Networks

(2018) Mohammad Amin Nabian et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Tapping and listening: a new approach to bolt looseness monitoring

(2018) Qingzhao Kong et al.   Smart Materials and Structures

Fully automated vision-based loosened bolt detection using the Viola–Jones algorithm

(2018) Lovedeep Ramana et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Predicting non-melanoma skin cancer via a multi-parameterized artificial neural network

(2018) David Roffman et al.   Scientific Reports

A Novel Fractal Contact-Electromechanical Impedance Model for Quantitative Monitoring of Bolted Joint Looseness

(2018) Furui Wang et al.   IEEE Access

Enhanced probabilistic neural network with local decision circles: A robust classifier

(2018) Mehran Ahmadlou et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Monitoring Steel Bolted Joints during a Monotonic Tensile Test Using Linear and Nonlinear Lamb Wave Methods: A Feasibility Study

(2018) Magdalena Rucka   Metals

Speech emotion recognition using deep 1D & 2D CNN LSTM networks

(2018) Jianfeng Zhao et al.   Biomedical Signal Processing and Control

Risk-based maintenance strategy for deteriorating bridges using a hybrid computational intelligence technique: a case study

(2018) Min-Yuan Cheng et al.   Structure and Infrastructure Engineering

Experimental study on shear behavior of high strength bolt connection in prefabricated steel-concrete composite beam

(2018) Yujie Zhang et al.   COMPOSITES PART B-ENGINEERING

Parallel Architecture of Convolutional Bi-Directional LSTM Neural Networks for Network-Wide Metro Ridership Prediction

(2018) Xiaolei Ma et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Dynamic behaviour of steel-concrete composite beams retrofitted with various bolted shear connectors

(2017) I.E.J. Henderson et al.   ENGINEERING STRUCTURES

Application of deep convolutional neural network for automated detection of myocardial infarction using ECG signals

(2017) U. Rajendra Acharya et al.   INFORMATION SCIENCES

Novel Demountable Shear Connector for Accelerated Disassembly, Repair, or Replacement of Precast Steel-Concrete Composite Bridges

(2017) Ahmed S. H. Suwaed et al.   Journal of Bridge Engineering

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

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

Damage detection in bridge structures under moving loads with phase trajectory change of multi-type vibration measurements

(2017) Weiwei Zhang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A New Deep Learning Model for Fault Diagnosis with Good Anti-Noise and Domain Adaptation Ability on Raw Vibration Signals

(2017) Wei Zhang et al.   SENSORS

A piezoelectric active sensing method for quantitative monitoring of bolt loosening using energy dissipation caused by tangential damping based on the fractal contact theory

(2017) Furui Wang et al.   Smart Materials and Structures

A fractal contact theory based model for bolted connection looseness monitoring using piezoceramic transducers

(2017) Linsheng Huo et al.   Smart Materials and Structures

Quantification of temperature effect on impedance monitoring via PZT interface for prestressed tendon anchorage

(2017) Thanh-Canh Huynh et al.   Smart Materials and Structures

A novel machine learning-based algorithm to detect damage in high-rise building structures

(2017) Mohammad Hossein Rafiei et al.   STRUCTURAL DESIGN OF TALL AND SPECIAL BUILDINGS

A Novel Machine Learning Model for Estimation of Sale Prices of Real Estate Units

(2016) Mohammad Hossein Rafiei et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Time-frequency techniques for modal parameters identification of civil structures from acquired dynamic signals

(2016) Hojjat Adeli et al.   Journal of Vibroengineering

Hybrid computing using a neural network with dynamic external memory

(2016) Alex Graves et al.   NATURE

A Novel Machine Learning Model for Estimation of Sale Prices of Real Estate Units

(2016) Mohammad Hossein Rafiei et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Behavior of High-Strength Friction-Grip Bolted Shear Connectors in Sustainable Composite Beams

(2015) Xinpei Liu et al.   JOURNAL OF STRUCTURAL ENGINEERING

Damage detection of shear connectors under moving loads with relative displacement measurements

(2015) Jun Li et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Deep learning

(2015) Yann LeCun et al.   NATURE

Behavior of High-Strength Friction-Grip Bolted Shear Connectors in Sustainable Composite Beams

(2015) Xinpei Liu et al.   JOURNAL OF STRUCTURAL ENGINEERING

Passive and Adaptive Damping Systems for Vibration Mitigation and Increased Fatigue Service Life of a Tied Arch Railway Bridge

(2014) Andreas Andersson et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Behaviour of steel–precast composite girders with through-bolt shear connectors under static loading

(2014) Y.-T. Chen et al.   JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH

Discrete Shear Connection for a Portable Composite Bridge

(2013) Matthew Bowser et al.   TRANSPORTATION RESEARCH RECORD

Multi-objective Optimization of Sensor and Excitation Layouts for Frequency Response Function-Based Structural Damage Identification

(2011) Anne M. Raich et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Rapid evaluation of tile-wall bonding integrity using multiple-head impact acoustic method

(2011) B.L. Luk et al.   NDT & E INTERNATIONAL

Exploring the Deterioration Factors of RC Bridge Decks: A Rough Set Approach

(2010) Rong-Yau Huang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Behavior of post-installed shear connectors under static and fatigue loading

(2009) Gunup Kwon et al.   JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH

Damage Identification of Shear Connectors with Wavelet Packet Energy: Laboratory Test Study

(2008) Wei-Xin Ren et al.   JOURNAL OF STRUCTURAL ENGINEERING

A mechanical model for connections by adherence for steel–concrete composite beams

(2007) Michel Thomann et al.   ENGINEERING STRUCTURES