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Unsupervised machine learning for flaw detection in automated ultrasonic testing of carbon fibre reinforced plastic composites

Ultrasonics, 2024-05, Vol.140, p.107313-107313, Article 107313

2024

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Simulation of ultrasonic lamb wave generation, propagation and detection for a reconfigurable air coupled scanner

Ultrasonics, 2011-04, Vol.51 (3), p.258-269

2011

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Low cost three-dimensional virtual model construction for remanufacturing industry

Journal of remanufacturing, 2019-07, Vol.9 (2), p.129-139

2019

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Fatigue life prediction of sandwich composite materials under flexural tests using a Bayesian trained artificial neural network

International journal of fatigue, 2007-04, Vol.29 (4), p.738-747

2007

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Advancing Carbon Fiber Composite Inspection: Deep Learning-Enabled Defect Localization and Sizing via 3-Dimensional U-Net Segmentation of Ultrasonic Data

IEEE transactions on ultrasonics, ferroelectrics, and frequency control, 2024-06, Vol.PP, p.1-1

2024

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Three-Dimensional Residual Neural Architecture Search for Ultrasonic Defect Detection

IEEE transactions on ultrasonics, ferroelectrics, and frequency control, 2024-03, Vol.71 (3), p.423-436

2024

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The feasibility of synthetic aperture guided wave imaging to a mobile sensor platform

NDT & E international : independent nondestructive testing and evaluation, 2013-09, Vol.58, p.10-17

2013

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Model-assisted ultrasonic calibration using intentionally embedded defects for in-process weld inspection

Materials & design, 2021-01, Vol.198, p.109330, Article 109330

2021

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Time-of-flight measurement techniques for airborne ultrasonic ranging

IEEE transactions on ultrasonics, ferroelectrics, and frequency control, 2013-02, Vol.60 (2), p.343-355

2013

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Clinical Monitoring of Tooth Wear Progression in Patients over a Period of One Year Using CAD/CAM

The International journal of prosthodontics, 2017-03, Vol.30 (2), p.153

2017

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Visual odometry and image mosaicing for NDE

NDT & E international : independent nondestructive testing and evaluation, 2013-07, Vol.57, p.17-25

2013

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Uncertainty analysis of a neural network used for fatigue lifetime prediction

Mechanical systems and signal processing, 2008-08, Vol.22 (6), p.1395-1411

2008

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Dry Coupled Ultrasonic Non-Destructive Evaluation Using an Over-Actuated Unmanned Aerial Vehicle

IEEE transactions on automation science and engineering, 2022-10, Vol.19 (4), p.2874-2889

2022

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A comparison of methods for generating synthetic training data for domain adaption of deep learning models in ultrasonic non-destructive evaluation

NDT & E international : independent nondestructive testing and evaluation, 2024-01, Vol.141, p.102978, Article 102978

2024

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A study of machine learning object detection performance for phased array ultrasonic testing of carbon fibre reinforced plastics

NDT & E international : independent nondestructive testing and evaluation, 2024-06, Vol.144, p.103094, Article 103094

2024

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Development of a phased array ultrasound roller probe for inspection of wire + arc additive manufactured components

Journal of manufacturing processes, 2022-08, Vol.80, p.765-774

2022

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Adapting robot paths for automated NDT of complex structures using ultrasonic alignment

AIP Conference Proceedings, 2019, Vol.2102 (1)

2019

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Evaluation of Neural Network Robust Reliability Using Information-Gap Theory

IEEE transactions on neural networks, 2006-11, Vol.17 (6), p.1349-1361

2006

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Flexible integration of robotics, ultrasonics and metrology for the inspection of aerospace components

AIP Conference Proceedings, 2017, Vol.1806 (1)

2017

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Robotic Geometric and Volumetric Inspection of High Value and Large Scale Aircraft Wings

2019 IEEE 5th International Workshop on Metrology for AeroSpace (MetroAeroSpace), 2019, p.82-86

2019

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Quantifying performance of ultrasonic immersion inspection using phased arrays for curvilinear disc forgings

AIP Conference Proceedings, 2017, Vol.1806 (1)

2017

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Generation and reception of ultrasonic guided waves in composite plates using conformable piezoelectric transmitters and optical-fiber detectors

IEEE transactions on ultrasonics, ferroelectrics, and frequency control, 1999-01, Vol.46 (1), p.72-81

1999

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A Noncontact Ultrasonic Platform for Structural Inspection

IEEE sensors journal, 2011-10, Vol.11 (10), p.2458-2468

2011

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Integration of acoustic emission systems within Integri-Tech TM analysis system for structural health monitoring of pressurised engineering plant

Journal of physics. Conference series, 2015-07, Vol.628, p.12023

2015

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Integration of acoustic emission systems within Integri-TechTM analysis system for structural health monitoring of pressurised engineering plant

Journal of physics. Conference series, 2015-07, Vol.628 (1)

2015

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Unsupervised machine learning for flaw detection in automated ultrasonic testing of carbon fibre reinforced plastic composites

Simulation of ultrasonic lamb wave generation, propagation and detection for a reconfigurable air coupled scanner

Low cost three-dimensional virtual model construction for remanufacturing industry

Fatigue life prediction of sandwich composite materials under flexural tests using a Bayesian trained artificial neural network

Advancing Carbon Fiber Composite Inspection: Deep Learning-Enabled Defect Localization and Sizing via 3-Dimensional U-Net Segmentation of Ultrasonic Data

Three-Dimensional Residual Neural Architecture Search for Ultrasonic Defect Detection

The feasibility of synthetic aperture guided wave imaging to a mobile sensor platform

Model-assisted ultrasonic calibration using intentionally embedded defects for in-process weld inspection

Time-of-flight measurement techniques for airborne ultrasonic ranging

Clinical Monitoring of Tooth Wear Progression in Patients over a Period of One Year Using CAD/CAM

Visual odometry and image mosaicing for NDE

Uncertainty analysis of a neural network used for fatigue lifetime prediction

Dry Coupled Ultrasonic Non-Destructive Evaluation Using an Over-Actuated Unmanned Aerial Vehicle

A comparison of methods for generating synthetic training data for domain adaption of deep learning models in ultrasonic non-destructive evaluation

A study of machine learning object detection performance for phased array ultrasonic testing of carbon fibre reinforced plastics

Development of a phased array ultrasound roller probe for inspection of wire + arc additive manufactured components

Adapting robot paths for automated NDT of complex structures using ultrasonic alignment

Evaluation of Neural Network Robust Reliability Using Information-Gap Theory

Flexible integration of robotics, ultrasonics and metrology for the inspection of aerospace components

Robotic Geometric and Volumetric Inspection of High Value and Large Scale Aircraft Wings

Quantifying performance of ultrasonic immersion inspection using phased arrays for curvilinear disc forgings

Generation and reception of ultrasonic guided waves in composite plates using conformable piezoelectric transmitters and optical-fiber detectors

A Noncontact Ultrasonic Platform for Structural Inspection

Integration of acoustic emission systems within Integri-Tech TM analysis system for structural health monitoring of pressurised engineering plant

Integration of acoustic emission systems within Integri-TechTM analysis system for structural health monitoring of pressurised engineering plant

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