Nondestructive Testing and Evaluation

Article	Citations
A crowd-sourcing recommendation algorithm OPCA-CF using outer-product co-attention mechanism	121
Quantitative evaluation of rail rolling contact fatigue crack using alternative current field measurement	85
Analysis of precursor response characteristics and time-frequency vibration parameters of rock failure: a laboratory experimental method	80
Crack defect identification in additively manufactured steel plate using frequency response function curvature method	77
Compaction behaviour and sensitivity analysis of crushed gangue-waste backfill material under stress-seepage coupling	73
Analyzing the interaction mechanism between tire side-slip angle and sidewall flexible deformation using enhanced digital image correlation	67
Damage imaging of a U-shaped boom using improved periodic permanent magnet electromagnetic acoustic transducers	59
Research on nondestructive testing of compressive strength of rapid-hardening cement-based material based on rebound method and random forest model	58
Multi-frequency eddy current non-destructive evaluation of battery tab welding quality	57
Gas pipeline defect identification using improved singular spectrum decomposition and resonance energy concentration	49
Investigation of cavity defects in trees using an enhanced TR-MUSIC algorithm	47
AI-based simulation of settlement and failure modes in additively manufactured models of soft soil foundations	46
Research on temperature field distribution characteristics for asphalt pavement structure layers under solar radiation	44
Degradation manifold dynamic consistency network for probabilistic remaining useful life prediction	44
Quantitative non-destructive evaluation analysis and characterisation of microcrack detection based on carbon steel weld under alternating current field measurement	43
Prestack migration imaging of hardened layer depth based on equivalent offset	42
Nondestructive and accurate prediction of IGBT junction temperature in wind power converters: based on IDMOA-ELM prediction method	39
Phased array ultrasonic imaging of multilayered complex structures using extended non-stationary phase shift migration with circular statistical vector weighting	38
Continuous spiral line laser scanning infrared non-destructive testing for cylinder liners scratch defects: device design, numerical simulation, and results reconstruction	34
Lamb mode identification based on lightweight CNN	34
Real-time defect localisation in photovoltaic cells using electroluminescence images on an edge device	34
Human-centric lighting asset management for LED bulbs: a context-driven approach on prognostics and maintenance strategy development in public libraries	33
Simultaneous measurement of thickness and ultrasonic wave velocity using a combination of laser-generated multiple wave modes in the thermoelastic regime	31
Reflection behaviour of SH0 from small defects in thin sheets, with application to EMAT inspection of titanium	31
Non-contact laser vibrometry for rock failure precursor analysis: a comparative study with AE methods	30

Enhanced loosening evaluation of CFRP lap-bolted joints using out-of-plane-dominated resonant nonlinear ultrasonics	29
Classification of weld quality in ultrasonic composite welding using vibration information	27
Sensor-based bearing fault diagnosis using a hybrid CNN–LSTM framework with explainable AI	27
Zero group velocity Lamb waves for non-destructive testing of plate structures: a review of principles, applications, and prospects	26
Data enhanced YOLOv8s algorithm for X-ray weld defect detection	25
Logic-guided hierarchical attentive taxonomy network for event-level ultrasonic rail defect detection	25
SED-YOLO: an enhanced YOLOv8 algorithm for micro defect detection in polariser films	25
A novel eddy current testing for permeability measurement reducing lift-off and tilt angle effect	24
Image denoising for laser ultrasonic inspection of wire arc additive-manufactured components with a rough surface	24
Ultrasonic signal classification for composite materials via deep convolutional neural networks	23
Piezoelectric wave method combined with PIMD for wind turbine blade crack identification	22
Rapid diagnosis of corrosion beneath epoxy protective coating using non-contact THz-TDS technique	22
Condition assessment of prestressed hollow-core slab bridges based on 1D CNN using acoustic emission technique	22
Digital twin-based non-destructive testing for structural health monitoring of bridges	22
RETRACTED ARTICLE: An end-to-end neural network for uncollimated Compton backscatter imaging with energy spectrum data: a Monte Carlo study	21
Experimental investigation of the metallurgical and mechanical properties of laser weld Inconel 825 joints for petrochemical plants	21
Debonding imaging of the aluminium/rigid polyurethane foam composite plates using A 0 mode Lamb waves	21
Nondestructive evaluation of cooling passages and their blockage using vapor excited active thermography	20
Compression damage analysis of GFRP-steel fiber reinforced concrete composite structures based on AE and DIC techniques	20
Transformer-ultrasonic synchronised rotating sensor for detection of drum shaft defects	20
An efficient multiscale enhancement network with attention mechanism for aluminium defect detection	20
In-situ test of pedestrian landscape bridge for benchmark SHM model towards smart city	20
A novel characteristic slope-based defect depth inversion method for pipelines using the flexible honeycomb-shaped eddy current sensor	20
A light-weight factorized convolutions based dual-input fuzzy-CNN for efficient motor bearing fault diagnosis	19
Laser-generated guided wave imaging using the PSO-SSWT-FFT method	19
Assessment of the degree of damage in structural materials using the parameters of structural acoustic noise	19
Real-time defect detection and classification in energy cable production lines using an improved YOLOv8 algorithm	19
Non-destructive thickness measurement of thermal barrier coatings by Terahertz three-dimensional synthetic aperture imaging method	18
New method based on the optimal generalised sequential test for bearing localised defects detection and diagnosis	18
Localised Effective Bulk Modulus Elastography of Thermally Treated PVDF and a Steel–Silicone Composite with Simulation Validation	18
Optical-acoustic responses in uniaxial compression failure progress of fibre-reinforced cemented bodies	18
Online evaluation of crack development in fracturing pumps using an improved MLP network	18
Digital camera calibration method for close-up photogrammetry of large structures	18
Non-destructive evaluation of failure mechanisms in multilayered coal-rock specimens using acoustic emission characterisation	18
Adaptive Ramanujan package decomposition method: a novel precise health indicator of rolling bearings	18
Nonlinear ultrasonic early damage detection in thin specimens based on the variable-frequency standing wave and matrix pencil methods	18
Defect intelligent detection for pipeline girth welds based on improved YOLOv5 model	18
Inspection of defects in friction stir welded Al-7075 T6 alloy	17
Correction	17
Reinforcement learning-based closed-loop control system for adaptive process parameter optimisation in 3D printing	17
Depth estimation of an arbitrary shape delamination in composite laminate using modified LDR frequency based on acoustic measurement	17
Multi-channel fusion scale transformed signals with magnetic leakage for damage detection in steel wire ropes	16
Semi-supervised transfer learning preserving spatial homogeneity for gearbox diagnostics in extraneous transient noise	16
Wide-bandgap waves control metamaterial design and inner layer damage visualisation method for layered thin-walled metal structures using ultrasonics guided waves	16
Acoustic emission-based graph learning for internal valve leakage localisation in offshore pipelines	16
Measurement sensitivity distribution analysis of continuous wave ultrasonic Doppler transducers based on reciprocity theorem	16
Material model of thermally modified resonance spruce ( Picea abies Karst.) for linear damped modal analysis	16
Fault detection network for X-ray imaging steel cord conveyor belt based on improved YOLOv11	16
Spread spectrum reflectometry for the simultaneous diagnosis of shielded cable bundles	15
Intelligent diagnosis of gas pipeline condition through multivariate analysis of acoustic emission signal-based imaging	15

Crack detection and damage evaluation of asymmetrical steel-reinforced concrete frame nodes using acoustic emission technology	15
A CNN-based network with attention mechanism for autonomous crack identification on building facade	15
Defect classification of composite materials using transfer learning methods	15
A programmable UAV-based measurement system for wind turbine surface defect detection: the WB-YOLO method	15
A dual-phase transformer with multi-dimensional fusion for real-time steel surface defect detection	14
A Floquet-PML framework for modelling circumferential guided waves in tubular open waveguides	14
Early-fatigue-damage evaluation in AISI 304 steel by nonlinear ultrasonic testing: methodology and mechanism interpretation	14
Enhanced photoacoustic signal processing using empirical mode decomposition and machine learning	14
A deep-transfer-learning fault diagnosis method for gearboxes based on discriminative feature extraction and improved domain adversarial neural networks	14
A novel model to obtain equi-biaxial residual stress of metallic materials via instrumented spherical indentation	14
DGT-former: a dual-channel time-frequency fusion model for remaining useful life prediction of rolling bearings	14
Deep learning-based arecanut detection for X-ray radiography: improving performance and efficiency for automated classification and quality control	14
Analysis of mechanical properties and acoustic emission signals of sandstone with en echelon fracture under uniaxial compression	14
Analysing suspected linear indications in narrow-gap welding of nuclear power plants via radiographic inspection	14
Nondestructive quantitative estimation of cross-sectional corrosion degree of rebar using self-magnetic flux leakage field variation	13
Sparse-View Cone-Beam CT Reconstruction by Bar-by-Bar Neural FDK Algorithm	13
Study on AMSU-Net model for pixel-level concrete cracks detection and its application in dynamic testing of RC structures	13
Systematic evaluation and benchmarking of YOLOv11, YOLOv12, and YOLOv13 for pipeline weld defect detection via Magnetic flux Leakage	13
Correction	13
A meta-learning-based AutoML method for aero-engine rolling element bearing fault diagnostics	13
Monitoring of an industrial machining centre based on swarm-intelligence-inspired feature mode decomposition and single-valued neutrosophic cross-entropy	13
REDS-Net: uncertainty aware road crack segmentation based on residual enhanced Dilated segmentation network for ADAS	13
A small-sample supervised learning diagnosis method for scroll compressors based on uncertainty-calibrated dynamic memory-aware graph convolutional network	13
DFM-DETR: frequency-suppressed Mamba detector for high-reflectivity ceramic plates defects	13
Residual life prediction of multi-layer composite coatings based on vector quantised and attention-variational AutoEncoder network	13
Research on cross-condition tool wear monitoring methods based on multi-channel fused data and transfer learning	13
Field validation of enhanced area estimation method for GPR-based subsurface fouling detection in operational railway ballast	13
An effective method of metal classification based on eddy current array sensors with dual excitation	12
Application of NDT active thermography for the characterisation of the cold spray process of high-entropy alloys	12
Novel three-dimensional ultrasonic-imaging-based concrete defect localisation and quantification technique considering concrete inhomogeneity	12
Thickness measurement of polychlorotrifluoroethylene coating over metallic seal using terahertz time-domain spectroscopy	12
Evaluation of the wear mechanism of ferromagnetic materials based on magnetic barkhausen noise	12
A self-configuring transformer segmentation method for welding radiographic defect detection in steel pipes	12
Spatial evolution characteristics of the mechanical properties of gangue-cemented paste backfill with high-water-content materials: an experimental investigation	12
Lightweight evaluation to uniaxial compressive strength of rock by nondestructive characteristic impedance and explainable data-driven techniques	12
Analysis and experimentation of lamb wave transmission characteristics in the stiffened plates	12
Regression prediction of bone damage using triple-branch convolutional neural network based on ultrasonic guided waves	12
Ultrasonic phased array combined with modified delay multiply and sum beamforming for nonlinear imaging of closed microcracks	12
Determination of surface density of nonporous membranes with ultrasonic immersion measurements	12
CGDD-YOLO: a recognition and classification algorithm for small parts based on YOLO11	12
Pose estimation of multi-view X-ray radiography with variable imaging geometry for industrial assembly inspection	12
Imaging localisation of damages on switch rail foot based on laser ultrasonic testing	12
Smart systems for real-time bearing faults diagnosis by using vibro-acoustics sensor fusion with Bayesian optimised 1-D CNNs	12
Roof damage detection and evaluation using aerial image based on improved DeepLabv3+	12
Experimental investigation of the static and dynamic damping behaviour of antifriction bearings	11
Multifractal analysis and critical slowing down study on the strain field of siltstone under uniaxial compression	11
DFW-YOLO: YOLOv5-based algorithm using phased array ultrasonic testing for weld defect recognition	11
Microscopic pore structure characteristics of magnesium slag-based backfill based on mercury intrusion porosimetry and scanning electron microscopy	11
Identification method of circumferential declination based on amplitude reduction of pipeline ultrasonic internal inspection signals	11
Defect detection in CFRP cables via improved ART and dimension reduction with electromagnetic tomography	11
Three-dimensional multi-parameter correction method for oblique incidence ultrasonic backscattering measurement	11
MSTD: a framework for rolling bearing fault diagnosis based on multi-scale and soft-threshold denoising	11
Ultrasonic phased array imaging with nonlinear enhanced total focusing and phase coherence for microscale cracks in SLM 316L stainless steel	11
An intelligent method for identifying magnetic flux leakage defects in small-diameter pipe elbows based on deep learning	11
A novel deep dynamic hybrid domain adaptation network with physical information enhancement for cross-machine fault diagnosis	11
Numerical simulation study on quantitative detection of surface defect width and depth based on laser surface acoustic waves	11
Free vibration analysis of functionally graded sandwich spherical shells with honeycomb core resting on Kerr foundation using the MITC4 element	11
MHFCF-HSKD: noise-resistant lightweight fault diagnosis based on multi-modal heterogeneous feature collaborative fusion and hierarchical structured knowledge distillation	11
Advancing non-destructive weld assessment using autoencoder-based feature extraction	11
Changeable environment visual detection of grinding surface roughness based on lightweight network	10
An intelligent recognition method for weak ultrasonic images of internal defects in composite material based on the improved YOLOv11 model	10
Physics-informed adaptive characterisation of interfacial debonding in thermal protection structures using nonlinear guided waves	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
Geometric characterisation of a parabolic trough solar power plant with flexible film mirrors using 3D laser scanning	10
An improved YOLOv8-based method for concrete surface crack detection	10
High-resolution thermal barrier coatings oxide thickness measurement based on an improved dung beetle optimisation algorithm by terahertz time-domain spectroscopy	10
Laser ultrasonic backscattering-based grain size evaluation using empirical mode decomposition and accumulated time-frequency variance	10
Experimental and numerical studies on the effectiveness of high-strength steels protecting against API BZ projectiles	10
Characterisation of the probability of detection for ultrasonic nondestructive testing of dirty white spots in GH4169	10
A spatiotemporal attention autoencoder (STAAE) for early-stage corrosion detection in carbon steel using eddy current pulsed thermography	10
Insights into porosity evolution and compressive deformation of coal gangue-loess composite backfill material after lateral cyclic loading	10
Non-contact detection of leak-derived energy loss for an in-service pipeline system using digital image correlation	10
Estimation of concrete strength by using artificial intelligence (AI) methods	10
Enhanced fault diagnosis of rolling bearings using an improved inception-lstm network	10
The effect of fiber orientation on the electrical resistance change behavior of glass fiber reinforced polymer composites	10
Quantitative characterisation of debris cloud-induced pitting damage in AL-Whipple shields of spacecraft using infrared thermography	10
Cut-off frequency analysis of SH-like guided waves in the three-dimensional component with variable width	10
A vibration transfer path analysis based TFR-ViT model for fault diagnosis of aero-engine rotor	10
Efficiency investigation of different ferrite shapes by inductive sensing for barkhausen noise non-destructive testing	10

Inspection of thick composites: a comparative study between microwaves, X-ray computed tomography and ultrasonic testing	10
Topology reconstruction of wiring networks using an iterative process based on Time-Domain Reflectometry and Forensic-Based Investigation algorithm	10
Acoustic emission wave propagation in pipeline sections and analysis of the effect of coating and sensor location	10
The vibration behaviour-based meshfree moving Kriging method of functionally graded sandwich plates placed on Kerr foundation	10
Vibration and infrared thermography based multiple fault diagnosis of bearing using deep learning	10
An optimised variational mode decomposition method based on improved coati optimisation algorithm for blockage detection of natural gas pipelines	10
Detection of subsurface cracks in marble: application of artificial intelligence based on ultrasonic technique	10
Research on steel surface defect detection system based on YOLOv5s-SE-CA model and BEMD image enhancement	9
Influence of tensile stress on the magnetic flux leakage signal of the coated steel belt	9
Acoustic emission characteristics and failure prediction of defective cemented gangue-fly ash backfill under seepage-stress coupling	9
A review on flow visualisation of wind turbine blades in operation	9
Weak bond evaluation of lap bonding structures by SH guided waves using EMATs	9
Hierarchical multi-granularity prototype-contrastive learning with Sinkhorn Knopp for open-set fault diagnosis in planetary gearboxes	9
The Influence of Gravitational Stiffening and De-stiffening on Nonlinear Dynamic Behavior of Vertical Beams with Cracks	9
Monitoring of the thickness of stainless steel pipelines at high temperatures using a coil-only EMAT	9
Orientation characterisation of branched crack-like defects in curved components using ultrasonic array vector total focusing method	9
Mitigating RGB-D camera errors for robust ultrasonic inspections using a force-torque sensor	9
An improved design of high-signal-to-noise ratio spiral-coil EMAT for high-temperature defect detection	9
MTGGAN: generate type-controllable magnetic tile defect data to improve defect detection performance	9
Quantitative evaluation of surface crack depth on notched bars with laser-infrared detection technology	9
An optimisation method for coplanar array capacitor image reconstruction based on Chambolle-Pock framework with automatic parameter selection	9
Destructive and non-destructive testings of 304 austenitic stainless steel produced by investment casting method	9
Explainable AI for non-destructive testing in additive manufacturing: concept bottleneck models linking ultrasound and eddy current signatures to interpretable defect mechanisms	9
An approach for damage detection in noisy environments using DOG multi-scale space and fractal dimension	9
Study on stage characteristics of hydraulic concrete fracture under uniaxial compression using acoustic emission	9
A novel parameter-optimised LSTM model fused by convolutional block attention module for water pipeline leakage detection	9
Assessing the efficacy of non-destructive testing methods to detect pitting corrosion	9
YOLO-LCGE: a real-time instance segmentation model for non-destructive testing of defects with extreme scale variations on copper cathode plate surfaces	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
Multi-feature information fusion in ultrasonic phased array for enhanced weld defect identification	9
Decoupling operational variabilities from gear fault signatures: an adaptive wavelet packet and multi-scale attention deep learning framework	8
STC-YOLO: small target defect detection method for surface texture of Si 3 N 4 ceramic balls	8
Surface damage feature segmentation and extraction of wind turbine blades based on superpixel dynamic threshold	8
Near- and remote-field pulsed eddy current integrated testing for enhancement in imaging of buried flaws in layered conductive structures	8
A quantitative monitoring method for the pretightening state of bolts based on nonlinear Lamb waves and incremental learning	8
CNN and Spatial GRU for accurate non-destructive testing of welding and casting process defects	8
Simultaneous detection of muli-type damage in highway prefabricated bridges by nondestructive impact testing	8
Numerical simulation and experimental verification of ultrasonic wave radiation and diffraction by crack-like flaws	8
Characterisation of composite damage based on acoustic emission using optical fibre sensor at cryogenic temperature	8
Roadmap of AI-enabled terahertz spectroscopy for non-destructive testing and material characterization	8
AI-augmented structural integrity evaluation of additively manufactured orthotic devices for paediatric sports applications	8
Research on the change in lubrication state and temperature control strategy of high-speed train axle box bearings using non-destructive testing	8
Non-destructive testing of composite materials with ultrasonic array based on EMD-ATRM	8
WSCIConvNet: a dual-path time-frequency fusion network for bearing fault diagnosis under complex operating conditions	8
An ultrasonic approach for characterising subsurface fractures in concrete	8
Imbalanced domain adaptive incremental fault diagnosis method based on core focal anchor loss and adaptive prototype classifier	8
Statement of Retraction: Surface roughness grade evaluation of milling workpiece based on deep transfer learning	8
Dynamic Gated Reverse Capsule Network for fault diagnosis of rolling bearings	8
Expert-aware multi-stage AI-assisted image processing pipeline for accurate weld defect detection from radiographs: a use case for metal fabrication industries	8
TA1 titanium alloy self-piercing riveted joints fatigue service non-destructive monitoring via dynamic characteristics	8
A feature fusion model based on Convolutional Sparse Transformer with convolutional recurrent gated unit for remaining useful life prediction	8
Research on pipeline damage detection technology based on mixing-frequency nonlinear L(0,2) mode ultrasonic guided waves	8
Fault diagnosis for ion mill etching machine cooling system based on omni-dimensional dynamic convolution and dynamic spatial pyramid pooling	8
Detection and quantification of tube-melting defects in tube-to-tubesheet welding based on angle patch embedding and Transformer	8
Exploring the performance of piezoresistive accelerometers: modelling, validation, and optimization	8
A review of NDE techniques for hydrogels	8
Roughness classification detection of Swin-Transformer model based on the multi-angle and convertible image environment	8
Non-destructive detection of interfacial defects in SCCS using percussion-based machine learning with SHAP interpretability	7
GBC-BCD: an improved bridge crack detection method based on bidirectional Laplacian pyramid structure with lightweight attention mechanism convolution	7
Power-law scaling in electric-acoustic signals during compression-shear failure of thermally damaged granite	7
Super-resolution damage visualisation in laser ultrasonic guided waves array detection based on combined deep learning networks	7
High-efficiency A 0 Lamb wave excitation: a synergistic approach via magnetic flux alignment and phase-mismatch mitigation	7
Investigations of strength and quality of clinched joints using digital image correlation	7
Infrasonic leakage signal processing of PE pipeline based on improved AOK-TFR analysis	7
Fusion reasoning algorithm for airborne correlated fault diagnosis based on meta-model	7
Non-destructive laser-based quantification of corrosion rates in reinforced concrete using ensemble machine learning	7
Physics-informed diffusion for multi-modal NDT defect synthesis in additively manufactured parts	7
Numerical investigation to study the influence of thickness and electrical conductivity of metal-sheets on the LOI-Point of a PEC sensor	7
Deformation failure and damage evolution law of weathered granite under triaxial compression	7
Detection method of the neutral temperature in continuous welded rails based on nonlinear ultrasonic guided waves	7
A noise-enhanced machine fault diagnosis method with multi-channel information fusion	7
Nondestructive testing of prestressed ground anchors using ultrasonics: theory, simulation, and experiments	7
Study on damage energy evolution and characteristics of concrete subjected to supercritical CO 2 based on acoustic emission technique	7
Multi-stage degradation feature with dynamic feedback mechanism for remaining useful life prediction	7
Enhancement of neutron radiography resolution through residual hybrid attention network	7
Cracking resistance and fracture toughness of rice husk ash SFRSCC with varied W/C ratios analysed via ENDB and ANN-UPV prediction	7
Waveform analysis of acoustic emission signals arising from water absorption of cracked concrete	7
CNN-GRU based method for peak location of reflected Terahertz signals from thermal barrier coatings	7
MFFN: Multiscale Feature Fusion Network with Pruning for photovoltaic cell anomaly detection	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
Application of infrared thermography in concrete bridge deck inspection: current practices, challenges and future needs	7
Sweeping alternating current field measurement method for buried crack inspection	7
Imaging method of surface defect using leaky Rayleigh wave with ultrasonic phased array	7
Novel convolutional neural network architecture with attention mechanisms for real-time in-situ defect detection in metal additive manufacturing	7
Automatic segmentation and quantification of multiple subsurface objects in reinforced concrete ultrasonic imaging based on improved multi-task deep neural network	7
Size effect on the mechanical properties and fracture evolution of layered sandstone: a new perspective from DIC	7
Image enhancement of workpiece surface defects based on autapse coupled neural network	7
Progress in terahertz nondestructive testing of thermal barrier coatings: a review	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
Crack localisation in composite cantilever beams using natural frequency measurements	6
Prediction of characteristics of pervious concrete by machine learning technique using mix parameters and non-destructive test measurements	6
Measuring thermal and electrical performances of additively manufactured magnetic shielding material: an active thermography approach	6