Nondestructive Testing and Evaluation

Article	Citations
A crowd-sourcing recommendation algorithm OPCA-CF using outer-product co-attention mechanism	95
Quantitative evaluation of rail rolling contact fatigue crack using alternative current field measurement	78
Analysis of precursor response characteristics and time-frequency vibration parameters of rock failure: a laboratory experimental method	73
Human-centric lighting asset management for LED bulbs: a context-driven approach on prognostics and maintenance strategy development in public libraries	64
Compaction behaviour and sensitivity analysis of crushed gangue-waste backfill material under stress-seepage coupling	54
Crack defect identification in additively manufactured steel plate using frequency response function curvature method	54
Analyzing the interaction mechanism between tire side-slip angle and sidewall flexible deformation using enhanced digital image correlation	53
Simultaneous measurement of thickness and ultrasonic wave velocity using a combination of laser-generated multiple wave modes in the thermoelastic regime	52
Damage imaging of a U-shaped boom using improved periodic permanent magnet electromagnetic acoustic transducers	49
Digital twin-based non-destructive testing for structural health monitoring of bridges	44
Nondestructive and accurate prediction of IGBT junction temperature in wind power converters: based on IDMOA-ELM prediction method	43
Reflection behaviour of SH0 from small defects in thin sheets, with application to EMAT inspection of titanium	42
Rapid diagnosis of corrosion beneath epoxy protective coating using non-contact THz-TDS technique	40
A novel eddy current testing for permeability measurement reducing lift-off and tilt angle effect	39
Continuous spiral line laser scanning infrared non-destructive testing for cylinder liners scratch defects: device design, numerical simulation, and results reconstruction	38
Research on nondestructive testing of compressive strength of rapid-hardening cement-based material based on rebound method and random forest model	37
Multi-frequency eddy current non-destructive evaluation of battery tab welding quality	36
Gas pipeline defect identification using improved singular spectrum decomposition and resonance energy concentration	34
Data enhanced YOLOv8s algorithm for X-ray weld defect detection	33
Ultrasonic signal classification for composite materials via deep convolutional neural networks	32
Investigation of cavity defects in trees using an enhanced TR-MUSIC algorithm	30
AI-based simulation of settlement and failure modes in additively manufactured models of soft soil foundations	29
Image denoising for laser ultrasonic inspection of wire arc additive-manufactured components with a rough surface	29
Real-time defect localisation in photovoltaic cells using electroluminescence images on an edge device	27
Lamb mode identification based on lightweight CNN	27

Phased array ultrasonic imaging of multilayered complex structures using extended non-stationary phase shift migration with circular statistical vector weighting	27
Non-contact laser vibrometry for rock failure precursor analysis: a comparative study with AE methods	27
Zero group velocity Lamb waves for non-destructive testing of plate structures: a review of principles, applications, and prospects	26
Research on temperature field distribution characteristics for asphalt pavement structure layers under solar radiation	25
Condition assessment of prestressed hollow-core slab bridges based on 1D CNN using acoustic emission technique	24
Degradation manifold dynamic consistency network for probabilistic remaining useful life prediction	23
Quantitative non-destructive evaluation analysis and characterisation of microcrack detection based on carbon steel weld under alternating current field measurement	23
Classification of weld quality in ultrasonic composite welding using vibration information	23
Experimental investigation of the metallurgical and mechanical properties of laser weld Inconel 825 joints for petrochemical plants	22
Measurement sensitivity distribution analysis of continuous wave ultrasonic Doppler transducers based on reciprocity theorem	22
RETRACTED ARTICLE: An end-to-end neural network for uncollimated Compton backscatter imaging with energy spectrum data: a Monte Carlo study	22
Compression damage analysis of GFRP-steel fiber reinforced concrete composite structures based on AE and DIC techniques	21
Fault detection network for X-ray imaging steel cord conveyor belt based on improved YOLOv11	21
In-situ test of pedestrian landscape bridge for benchmark SHM model towards smart city	21
Defect classification of composite materials using transfer learning methods	21
Inspection of defects in friction stir welded Al-7075 T6 alloy	20
Transformer-ultrasonic synchronised rotating sensor for detection of drum shaft defects	20
Laser-generated guided wave imaging using the PSO-SSWT-FFT method	20
Nondestructive evaluation of cooling passages and their blockage using vapor excited active thermography	20
Correction	19
Material model of thermally modified resonance spruce ( Picea abies Karst.) for linear damped modal analysis	19
Digital camera calibration method for close-up photogrammetry of large structures	19
Non-destructive thickness measurement of thermal barrier coatings by Terahertz three-dimensional synthetic aperture imaging method	18
Adaptive Ramanujan package decomposition method: a novel precise health indicator of rolling bearings	18
Assessment of the degree of damage in structural materials using the parameters of structural acoustic noise	18
Online evaluation of crack development in fracturing pumps using an improved MLP network	18
Real-time defect detection and classification in energy cable production lines using an improved YOLOv8 algorithm	18
Non-destructive evaluation of failure mechanisms in multilayered coal-rock specimens using acoustic emission characterisation	18
New method based on the optimal generalised sequential test for bearing localised defects detection and diagnosis	18
Spread spectrum reflectometry for the simultaneous diagnosis of shielded cable bundles	17
Crack detection and damage evaluation of asymmetrical steel-reinforced concrete frame nodes using acoustic emission technology	17
Localised Effective Bulk Modulus Elastography of Thermally Treated PVDF and a Steel–Silicone Composite with Simulation Validation	17
Optical-acoustic responses in uniaxial compression failure progress of fibre-reinforced cemented bodies	16
Intelligent diagnosis of gas pipeline condition through multivariate analysis of acoustic emission signal-based imaging	16
A light-weight factorized convolutions based dual-input fuzzy-CNN for efficient motor bearing fault diagnosis	16
Debonding imaging of the aluminium/rigid polyurethane foam composite plates using A 0 mode Lamb waves	16
Reinforcement learning-based closed-loop control system for adaptive process parameter optimisation in 3D printing	16
Acoustic emission-based graph learning for internal valve leakage localisation in offshore pipelines	16
Wide-bandgap waves control metamaterial design and inner layer damage visualisation method for layered thin-walled metal structures using ultrasonics guided waves	16
Semi-supervised transfer learning preserving spatial homogeneity for gearbox diagnostics in extraneous transient noise	16
Nonlinear ultrasonic early damage detection in thin specimens based on the variable-frequency standing wave and matrix pencil methods	16
Defect intelligent detection for pipeline girth welds based on improved YOLOv5 model	16
Multi-channel fusion scale transformed signals with magnetic leakage for damage detection in steel wire ropes	16
REDS-Net: uncertainty aware road crack segmentation based on residual enhanced Dilated segmentation network for ADAS	15
Sparse-View Cone-Beam CT Reconstruction by Bar-by-Bar Neural FDK Algorithm	15
An efficient multiscale enhancement network with attention mechanism for aluminium defect detection	15
Evaluation of the wear mechanism of ferromagnetic materials based on magnetic barkhausen noise	15
DGT-former: a dual-channel time-frequency fusion model for remaining useful life prediction of rolling bearings	15
Ultrasonic phased array combined with modified delay multiply and sum beamforming for nonlinear imaging of closed microcracks	15
A Floquet-PML framework for modelling circumferential guided waves in tubular open waveguides	15

Analysing suspected linear indications in narrow-gap welding of nuclear power plants via radiographic inspection	15
Correction	14
Analysis and experimentation of lamb wave transmission characteristics in the stiffened plates	14
Analysis of mechanical properties and acoustic emission signals of sandstone with en echelon fracture under uniaxial compression	14
Residual life prediction of multi-layer composite coatings based on vector quantised and attention-variational AutoEncoder network	14
Roof damage detection and evaluation using aerial image based on improved DeepLabv3+	14
Smart systems for real-time bearing faults diagnosis by using vibro-acoustics sensor fusion with Bayesian optimised 1-D CNNs	14
Regression prediction of bone damage using triple-branch convolutional neural network based on ultrasonic guided waves	14
A small-sample supervised learning diagnosis method for scroll compressors based on uncertainty-calibrated dynamic memory-aware graph convolutional network	14
Deep learning-based arecanut detection for X-ray radiography: improving performance and efficiency for automated classification and quality control	13
Early-fatigue-damage evaluation in AISI 304 steel by nonlinear ultrasonic testing: methodology and mechanism interpretation	13
Thickness measurement of polychlorotrifluoroethylene coating over metallic seal using terahertz time-domain spectroscopy	13
A novel model to obtain equi-biaxial residual stress of metallic materials via instrumented spherical indentation	13
A self-configuring transformer segmentation method for welding radiographic defect detection in steel pipes	13
Enhanced photoacoustic signal processing using empirical mode decomposition and machine learning	13
DFM-DETR: frequency-suppressed Mamba detector for high-reflectivity ceramic plates defects	13
Imaging localisation of damages on switch rail foot based on laser ultrasonic testing	13
Research on damage behavior of thermal barrier coatings based on acoustic emission technology	13
A programmable UAV-based measurement system for wind turbine surface defect detection: the WB-YOLO method	13
Nondestructive quantitative estimation of cross-sectional corrosion degree of rebar using self-magnetic flux leakage field variation	12
Experimental investigation of the static and dynamic damping behaviour of antifriction bearings	12
Spatial evolution characteristics of the mechanical properties of gangue-cemented paste backfill with high-water-content materials: an experimental investigation	12
Geometric characterisation of a parabolic trough solar power plant with flexible film mirrors using 3D laser scanning	12
Novel three-dimensional ultrasonic-imaging-based concrete defect localisation and quantification technique considering concrete inhomogeneity	12
Identification of crack by vibration analysis and restoration of dynamic response in beams using PZT sensor/actuator	12
A deep-transfer-learning fault diagnosis method for gearboxes based on discriminative feature extraction and improved domain adversarial neural networks	12
Determination of surface density of nonporous membranes with ultrasonic immersion measurements	12
MSTD: a framework for rolling bearing fault diagnosis based on multi-scale and soft-threshold denoising	12
Ultrasonic phased array imaging with nonlinear enhanced total focusing and phase coherence for microscale cracks in SLM 316L stainless steel	12
Lightweight evaluation to uniaxial compressive strength of rock by nondestructive characteristic impedance and explainable data-driven techniques	12
Defect detection in CFRP cables via improved ART and dimension reduction with electromagnetic tomography	12
A meta-learning-based AutoML method for aero-engine rolling element bearing fault diagnostics	12
A CNN-based network with attention mechanism for autonomous crack identification on building facade	12
An effective method of metal classification based on eddy current array sensors with dual excitation	12
Non-contact detection of leak-derived energy loss for an in-service pipeline system using digital image correlation	12
An improved YOLOv8-based method for concrete surface crack detection	12
Application of NDT active thermography for the characterisation of the cold spray process of high-entropy alloys	12
The vibration behaviour-based meshfree moving Kriging method of functionally graded sandwich plates placed on Kerr foundation	11
Enhanced fault diagnosis of rolling bearings using an improved inception-lstm network	11
CGDD-YOLO: a recognition and classification algorithm for small parts based on YOLO11	11
Numerical simulation study on quantitative detection of surface defect width and depth based on laser surface acoustic waves	11
An intelligent method for identifying magnetic flux leakage defects in small-diameter pipe elbows based on deep learning	11
Inspection of thick composites: a comparative study between microwaves, X-ray computed tomography and ultrasonic testing	11
Free vibration analysis of functionally graded sandwich spherical shells with honeycomb core resting on Kerr foundation using the MITC4 element	11
A novel deep dynamic hybrid domain adaptation network with physical information enhancement for cross-machine fault diagnosis	11
Estimation of concrete strength by using artificial intelligence (AI) methods	11
Multifractal analysis and critical slowing down study on the strain field of siltstone under uniaxial compression	11
Three-dimensional multi-parameter correction method for oblique incidence ultrasonic backscattering measurement	11
Identification method of circumferential declination based on amplitude reduction of pipeline ultrasonic internal inspection signals	11
Microscopic pore structure characteristics of magnesium slag-based backfill based on mercury intrusion porosimetry and scanning electron microscopy	11
Pose estimation of multi-view X-ray radiography with variable imaging geometry for industrial assembly inspection	11
Vibration and infrared thermography based multiple fault diagnosis of bearing using deep learning	11
Acoustic emission wave propagation in pipeline sections and analysis of the effect of coating and sensor location	11
An approach for damage detection in noisy environments using DOG multi-scale space and fractal dimension	10
DFW-YOLO: YOLOv5-based algorithm using phased array ultrasonic testing for weld defect recognition	10
Advancing non-destructive weld assessment using autoencoder-based feature extraction	10
Weak bond evaluation of lap bonding structures by SH guided waves using EMATs	10
Changeable environment visual detection of grinding surface roughness based on lightweight network	10
Laser ultrasonic backscattering-based grain size evaluation using empirical mode decomposition and accumulated time-frequency variance	10
Influence of environmental factors in the assessment of mechanical properties of masonry in historic construction	10
Localisation method of strawberry nursery greenhouse robots based on visual infrared beacons	10
Topology reconstruction of wiring networks using an iterative process based on Time-Domain Reflectometry and Forensic-Based Investigation algorithm	10
MTGGAN: generate type-controllable magnetic tile defect data to improve defect detection performance	10
Acoustic emission characteristics and failure prediction of defective cemented gangue-fly ash backfill under seepage-stress coupling	10
An optimisation method for coplanar array capacitor image reconstruction based on Chambolle-Pock framework with automatic parameter selection	10
A novel parameter-optimised LSTM model fused by convolutional block attention module for water pipeline leakage detection	10
Insights into porosity evolution and compressive deformation of coal gangue-loess composite backfill material after lateral cyclic loading	10
Influence of tensile stress on the magnetic flux leakage signal of the coated steel belt	10
Characterisation of the probability of detection for ultrasonic nondestructive testing of dirty white spots in GH4169	10
Expert-aware multi-stage AI-assisted image processing pipeline for accurate weld defect detection from radiographs: a use case for metal fabrication industries	10
Monitoring of the thickness of stainless steel pipelines at high temperatures using a coil-only EMAT	10
Detection of subsurface cracks in marble: application of artificial intelligence based on ultrasonic technique	10
An intelligent recognition method for weak ultrasonic images of internal defects in composite material based on the improved YOLOv11 model	9
Multi-feature information fusion in ultrasonic phased array for enhanced weld defect identification	9
Mitigating RGB-D camera errors for robust ultrasonic inspections using a force-torque sensor	9
The Influence of Gravitational Stiffening and De-stiffening on Nonlinear Dynamic Behavior of Vertical Beams with Cracks	9
Experimental and numerical studies on the effectiveness of high-strength steels protecting against API BZ projectiles	9
Research on steel surface defect detection system based on YOLOv5s-SE-CA model and BEMD image enhancement	9
Efficiency investigation of different ferrite shapes by inductive sensing for barkhausen noise non-destructive testing	9
Study on stage characteristics of hydraulic concrete fracture under uniaxial compression using acoustic emission	9

Assessing the efficacy of non-destructive testing methods to detect pitting corrosion	9
A review on flow visualisation of wind turbine blades in operation	9
Fast and quantitative noncontact laser ultrasound tapping detection of debonding in aerospace honeycomb sandwich panel based on autoencoder-softmax	9
Impact load identification of high-speed train scale carbody based on multi-objective optimisation and TwIST sparse regularisation	9
Cut-off frequency analysis of SH-like guided waves in the three-dimensional component with variable width	9
A spatiotemporal attention autoencoder (STAAE) for early-stage corrosion detection in carbon steel using eddy current pulsed thermography	9
Quantitative characterisation of debris cloud-induced pitting damage in AL-Whipple shields of spacecraft using infrared thermography	9
High-resolution thermal barrier coatings oxide thickness measurement based on an improved dung beetle optimisation algorithm by terahertz time-domain spectroscopy	9
Destructive and non-destructive testings of 304 austenitic stainless steel produced by investment casting method	9
An improved design of high-signal-to-noise ratio spiral-coil EMAT for high-temperature defect detection	9
Quantitative evaluation of surface crack depth on notched bars with laser-infrared detection technology	9
Orientation characterisation of branched crack-like defects in curved components using ultrasonic array vector total focusing method	9
Research on the change in lubrication state and temperature control strategy of high-speed train axle box bearings using non-destructive testing	8
Detection and quantification of tube-melting defects in tube-to-tubesheet welding based on angle patch embedding and Transformer	8
A feature fusion model based on Convolutional Sparse Transformer with convolutional recurrent gated unit for remaining useful life prediction	8
Near- and remote-field pulsed eddy current integrated testing for enhancement in imaging of buried flaws in layered conductive structures	8
STC-YOLO: small target defect detection method for surface texture of Si 3 N 4 ceramic balls	8
Non-destructive testing of composite materials with ultrasonic array based on EMD-ATRM	8
Roughness classification detection of Swin-Transformer model based on the multi-angle and convertible image environment	8
Simultaneous detection of muli-type damage in highway prefabricated bridges by nondestructive impact testing	8
An optimised variational mode decomposition method based on improved coati optimisation algorithm for blockage detection of natural gas pipelines	8
MFFN: Multiscale Feature Fusion Network with Pruning for photovoltaic cell anomaly detection	8
TA1 titanium alloy self-piercing riveted joints fatigue service non-destructive monitoring via dynamic characteristics	8
Imbalanced domain adaptive incremental fault diagnosis method based on core focal anchor loss and adaptive prototype classifier	8
The effect of fiber orientation on the electrical resistance change behavior of glass fiber reinforced polymer composites	8
Numerical investigation to study the influence of thickness and electrical conductivity of metal-sheets on the LOI-Point of a PEC sensor	8
Non-destructive detection of interfacial defects in SCCS using percussion-based machine learning with SHAP interpretability	8
Surface damage feature segmentation and extraction of wind turbine blades based on superpixel dynamic threshold	8
Exploring the performance of piezoresistive accelerometers: modelling, validation, and optimization	8
Numerical simulation and experimental verification of ultrasonic wave radiation and diffraction by crack-like flaws	8
CNN and Spatial GRU for accurate non-destructive testing of welding and casting process defects	8
WSCIConvNet: a dual-path time-frequency fusion network for bearing fault diagnosis under complex operating conditions	8
On the use of X-ray microtomography to control artificial defect geometries produced by metal additive manufacturing	8
Fault diagnosis for ion mill etching machine cooling system based on omni-dimensional dynamic convolution and dynamic spatial pyramid pooling	8
Application of infrared thermography in concrete bridge deck inspection: current practices, challenges and future needs	8
An ultrasonic approach for characterising subsurface fractures in concrete	8
Statement of Retraction: Surface roughness grade evaluation of milling workpiece based on deep transfer learning	8
Fusion reasoning algorithm for airborne correlated fault diagnosis based on meta-model	7
Enhancing structural integrity of refractories during manufacturing through integration of UPV and acoustic nonlinearity measurements	7
A quantitative monitoring method for the pretightening state of bolts based on nonlinear Lamb waves and incremental learning	7
Feasibility study of nonlinear ultrasonic imaging using a contact pulse-echo method for fatigue damage evaluation	7
A lightweight approach for accurate detection of pipeline weld defects	7
Characterisation of composite damage based on acoustic emission using optical fibre sensor at cryogenic temperature	7
A novel pipeline defect detection system with enhanced magnetic moment and focused probe using spatial distance algorithm	7
Power-law scaling in electric-acoustic signals during compression-shear failure of thermally damaged granite	7
A welding defect detection network based on multi-dimensional collaborative enhancement of spatial-frequency features	7
Efficient and accurate pulsed eddy current modelling: enhancing BPNN performance through Box-Cox transform	7
Nondestructive testing of prestressed ground anchors using ultrasonics: theory, simulation, and experiments	7
CNN-GRU based method for peak location of reflected Terahertz signals from thermal barrier coatings	7
Multi-scale spatiotemporal feature fusion MSCRA-GRU method for simultaneous faults diagnosis in aviation environmental control system	7
A novel physical constraint-guided quadratic neural networks for interpretable bearing fault diagnosis under zero-fault sample	7
A review of NDE techniques for hydrogels	7
Deformation failure and damage evolution law of weathered granite under triaxial compression	7
Non-destructive laser-based quantification of corrosion rates in reinforced concrete using ensemble machine learning	7
Surface defect detection of CFRP materials based on infrared thermography and Attention U-Net algorithm	7
A noise-enhanced machine fault diagnosis method with multi-channel information fusion	7
Size effect on the mechanical properties and fracture evolution of layered sandstone: a new perspective from DIC	7
Novel convolutional neural network architecture with attention mechanisms for real-time in-situ defect detection in metal additive manufacturing	7
Super-resolution damage visualisation in laser ultrasonic guided waves array detection based on combined deep learning networks	7
Correction	7
Dynamic Gated Reverse Capsule Network for fault diagnosis of rolling bearings	7
GBC-BCD: an improved bridge crack detection method based on bidirectional Laplacian pyramid structure with lightweight attention mechanism convolution	7
Progress in terahertz nondestructive testing of thermal barrier coatings: a review	7
Fast-SDNet: an extremely lightweight and accurate surface defect segmentation network	7
Detection method of the neutral temperature in continuous welded rails based on nonlinear ultrasonic guided waves	7
Waveform analysis of acoustic emission signals arising from water absorption of cracked concrete	7
Study on crack initiation mechanism of notched TC4 titanium alloy plate based on acoustic emission information entropy	7
KD-DETR: multi-scale lightweight DETR based on knowledge distillation for road crack detection	7
Sweeping alternating current field measurement method for buried crack inspection	7
An innovative ultrasonic layer phase method for rapid wear measurement of water-lubricated thrust bearings	6
Multi-stage degradation feature with dynamic feedback mechanism for remaining useful life prediction	6
Numerical and experimental study of thermography parameters for inspection of composites repaired by CFRP patches	6
FE-YOLO11n: a feature-enhanced detection model for multi-class surface damage of wind turbine blades	6
A novel lightweight detector for precise measurement of defects in photovoltaic panels in complex industrial scenarios	6
Research on hydrogen-indulced damage detection technology using shear horizontal SH 0 mode nonlinear ultrasonic guided waves	6
Harmonising convolutional networks and Transformer for transfer learning in bearing fault diagnosis	6
Measuring thermal and electrical performances of additively manufactured magnetic shielding material: an active thermography approach	6
LIDet-Net: a framework for weld defect detection in low-light industrial environments	6
Infrasonic leakage signal processing of PE pipeline based on improved AOK-TFR analysis	6
Image enhancement of workpiece surface defects based on autapse coupled neural network	6
Optimisation strategy for coplanar array capacitance imaging in rotational scanning mode	6
Investigation of early-age concrete strength development using a contactless ultrasonic method	6
Probability of detection applied to X-ray inspection using numerical simulations	6
Research on an inversion method for internal detection of dual-magnetic field stress in pipelines based on the MCL-Net model	6
Iterative excitation with noise rejection techniques for X-ray computed tomography of hollow turbine blades	6
Evaluation of fatigue damage of structural steel based on attenuation of laser-induced surface acoustic wave	6
A computationally efficient method for induction motor bearing fault detection based on parallel convolutions and semi-supervised GAN	6
Enhancement of neutron radiography resolution through residual hybrid attention network	6
Generalized Gini indices–enhanced sparsity decomposition for rotating machinery health assessment using a rotary encoder	6
Deep learning-based power quality enhancement in microgrids with hybrid energy storage and photovoltaic EV charging stations	6
Structural damage detection using a weighted Bayesian fusion model	6
DGHR-YOLO: fabric defect detection based on High-level Screening -feature Pyramid Networks and deformable convolution	6
Sparse-view CT reconstruction method for in-situ non-destructive testing of reinforced concrete	6
LSC-VAE: a lightweight separable convolutional variational autoencoder for unsupervised and generalisable gearbox fault detection	6
Crack localisation in composite cantilever beams using natural frequency measurements	6