Noncontact super-resolution guided wave array imaging of subwavelength defects using a multiscale deep learning approach

Elastic least-squares reverse-time migration with density variation for flaw imaging in heterogeneous structures

(2020) Jing Rao et al.   Smart Materials and Structures

A generalizable deep learning framework for localizing and characterizing acoustic emission sources in riveted metallic panels

(2019) Arvin Ebrahimkhanlou et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Deep learning for enhancing wavefield image quality in fast non-contact inspections

(2019) Yasamin Keshmiri Esfandabadi et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Guided wave tomography based on least-squares reverse-time migration

(2019) Jiaze He et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Experimental and numerical validation of guided wave phased arrays integrated within standard data acquisition systems for structural health monitoring

(2018) Wentao Wang et al.   Structural Control & Health Monitoring

Deep learning for photoacoustic tomography from sparse data

(2018) Stephan Antholzer et al.   INVERSE PROBLEMS IN SCIENCE AND ENGINEERING

Content-aware image restoration: pushing the limits of fluorescence microscopy

(2018) Martin Weigert et al.   NATURE METHODS

Computerized Ultrasonic Imaging Inspection: From Shallow to Deep Learning

(2018) Jiaxing Ye et al.   SENSORS

Pulsed laser-scanning laser Doppler vibrometer (PL-SLDV) phased arrays for damage detection in aluminum plates

(2018) Zhenhua Tian et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Deep Convolutional Neural Network for Inverse Problems in Imaging

(2017) Kyong Hwan Jin et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Locating small structural damages in pipes using space-frequency DORT processing

(2017) Fei Deng et al.   Results in Physics

Damage localization in metallic plate structures using edge-reflected lamb waves

(2016) A Ebrahimkhanlou et al.   Smart Materials and Structures

Guided wave based structural health monitoring: A review

(2016) Mira Mitra et al.   Smart Materials and Structures

Lamb wave-based subwavelength damage imaging using the DORT-MUSIC technique in metallic plates

(2016) Jiaze He et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Guided wave phased array beamforming and imaging in composite plates

(2016) Lingyu Yu et al.   ULTRASONICS

Deep learning

(2015) Yann LeCun et al.   NATURE

Multipath ultrasonic guided wave imaging in complex structures

(2015) James S Hall et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Efficient tool for designing 2D phased arrays in lamb waves imaging of isotropic structures

(2014) Łukasz Ambroziński et al.   JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES

A comparison between ultrasonic array beamforming and super resolution imaging algorithms for non-destructive evaluation

(2014) Chengguang Fan et al.   ULTRASONICS

High-resolution guided wave tomography

(2013) Peter Huthwaite et al.   WAVE MOTION

Ultrasound time-reversal MUSIC imaging with diffraction and attenuation compensation

(2012) Y. Labyed et al.   IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

Piezoelectric-paint-based two-dimensional phased sensor arrays for structural health monitoring of thin panels

(2010) B Yoo et al.   Smart Materials and Structures

INFLUENCE OF NOISE ON SUBWAVELENGTH IMAGING OF TWO CLOSE SCATTERERS USING TIME REVERSAL METHOD: THEORY AND EXPERIMENTS

(2009) Matthieu Davy et al.   Progress in Electromagnetics Research-PIER

A Phased Array-based Method for Damage Detection and Localization in Thin Plates

(2008) Pawel Malinowski et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

In situ 2-D piezoelectric wafer active sensors arrays for guided wave damage detection

(2008) Lingyu Yu et al.   ULTRASONICS