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Improved Unsupervised Learning Method for Material-Properties Identification Based on Mode Separation of Ultrasonic Guided Waves

https://doi.org/10.3390/computation10060093

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-030-64908-1_8openalex-snapshot

Deep Learning Based Identification of Elastic Properties Using Ultrasonic Guided Waves

inferredcites →https://doi.org/10.1007/s00158-019-02433-1openalex-snapshot

Identification of elastic properties utilizing non-destructive vibrational evaluation methods with emphasis on definition of objective functions: a review

inferredcites →https://doi.org/10.1007/s11340-021-00700-1openalex-snapshot

Identification of Elastic Properties of Composites by Inversion of Ultrasonic Guided Wave Data

inferredcites →https://doi.org/10.1016/j.compstruct.2019.110969openalex-snapshot

On the identification of the elastic properties of composites by ultrasonic guided waves and optimization algorithm

inferredcites →https://doi.org/10.1016/j.compstruct.2021.114141openalex-snapshot

Experimental validation of the applicability of effective spring boundary conditions for modelling damaged interfaces in laminate structures

inferredcites →https://doi.org/10.1016/j.jcp.2021.110669openalex-snapshot

An advanced boundary integral equation method for wave propagation analysis in a layered piezoelectric phononic crystal with a crack or an electrode

inferredcites →https://doi.org/10.1016/j.jsv.2018.10.015openalex-snapshot

Experimental and theoretical investigation of transient edge waves excited by a piezoelectric transducer bonded to the edge of a thick elastic plate

inferredcites →https://doi.org/10.1016/j.precisioneng.2021.01.016openalex-snapshot

Calibration of laser Doppler vibrometer and laser interferometers in high-frequency regions using electro-optical modulator

inferredcites →https://doi.org/10.1016/j.ultras.2019.105948openalex-snapshot

Automatic mode extraction of ultrasonic guided waves using synchrosqueezed wavelet transform

inferredcites →https://doi.org/10.1016/j.ultras.2021.106427openalex-snapshot

High-resolution Lamb waves dispersion curves estimation and elastic property inversion

inferredcites →https://doi.org/10.1016/j.ultras.2021.106665openalex-snapshot

Spectrogram decomposition of ultrasonic guided waves for cortical thickness assessment using basis learning

inferredcites →https://doi.org/10.1016/j.ymssp.2021.108153openalex-snapshot

Perception modelling by invariant representation of deep learning for automated structural diagnostic in aircraft maintenance: A study case using DeepSHM

inferredcites →https://doi.org/10.1016/j.ymssp.2022.108856openalex-snapshot

Advanced fuzzy arithmetic for material characterization of composites using guided ultrasonic waves

inferredcites →https://doi.org/10.1061/(asce)em.1943-7889.0002038openalex-snapshot

Prediction of Ultrasonic Guided Wave Propagation in Fluid–Structure and Their Interface under Uncertainty Using Machine Learning

inferredcites →https://doi.org/10.1080/15376494.2016.1196798openalex-snapshot

Identification of material properties of composite materials using nondestructive vibrational evaluation approaches: A review

inferredcites →https://doi.org/10.1109/icphm49022.2020.9187057openalex-snapshot

Ultrasonic Guided Waves Based Identification of Elastic Properties Using 1D-Convolutional Neural Networks

inferredcites →https://doi.org/10.1109/ius46767.2020.9251533openalex-snapshot

Self-Supervised Learning of a Deep Neural Network for Ultrafast Ultrasound Imaging as an Inverse Problem

inferredcites →https://doi.org/10.1109/tuffc.2020.3025546openalex-snapshot

Deep Learning Analysis of Ultrasonic Guided Waves for Cortical Bone Characterization

inferredcites →https://doi.org/10.1109/tuffc.2021.3084798openalex-snapshot

Ultrasonic Defect Characterization Using the Scattering Matrix: A Performance Comparison Study of Bayesian Inversion and Machine Learning Schemas

inferredcites →https://doi.org/10.1111/str.12015openalex-snapshot

Identification and Avoidance of Systematic Measurement Errors in Lamb Wave Observation With One‐Dimensional Scanning Laser Vibrometry

inferredcites →https://doi.org/10.1117/12.2259790openalex-snapshot

Dispersion curve extraction of Lamb waves in metallic plates by matrix pencil method

inferredcites →https://doi.org/10.1121/1.3559699openalex-snapshot

Forced wave propagation and energy distribution in anisotropic laminate composites

inferredcites →https://doi.org/10.1121/1.3685482openalex-snapshot

Mode separation of Lamb waves based on dispersion compensation method

inferredcites →https://doi.org/10.1121/1.400530openalex-snapshot

A two-dimensional Fourier transform method for the measurement of propagating multimode signals

inferredcites →https://doi.org/10.1142/s0218396x01001169openalex-snapshot

ON THE EFFICIENT IMPLEMENTATION OF THE INTEGRAL EQUATION METHOD IN ELASTODYNAMICS

inferredcites →https://doi.org/10.1177/1475921720920314openalex-snapshot

Damage detection with the fundamental mode of edge waves

inferredcites →https://doi.org/10.1190/segam2020-3427827.1openalex-snapshot

Automatic picking of multi-mode dispersion curves using CNN-based machine learning

inferredcites →https://doi.org/10.3390/act10050101openalex-snapshot

A Review of Piezoelectric Material-Based Structural Control and Health Monitoring Techniques for Engineering Structures: Challenges and Opportunities

inferredcites →https://doi.org/10.3390/app8040652openalex-snapshot

Rapid High-Resolution Wavenumber Extraction from Ultrasonic Guided Waves Using Adaptive Array Signal Processing

inferredcites →https://doi.org/10.3390/app9214600openalex-snapshot

Analysis of Guided Wave Propagation in a Multi-Layered Structure in View of Structural Health Monitoring

inferredcites →https://doi.org/10.3390/computation8030073openalex-snapshot

A Modification of Gradient Descent Method for Solving Coefficient Inverse Problem for Acoustics Equations

inferredcites →https://doi.org/10.3390/ma15041307openalex-snapshot

Elastodynamic Behaviour of Laminate Structures with Soft Thin Interlayers: Theory and Experiment

inferredcites →https://doi.org/10.3390/s20030826openalex-snapshot

Review of Structural Health Monitoring Methods Regarding a Multi-Sensor Approach for Damage Assessment of Metal and Composite Structures

inferredcites →https://doi.org/10.3390/sym14061077openalex-snapshot

Identification of Material Properties of Elastic Plate Using Guided Waves Based on the Matrix Pencil Method and Laser Doppler Vibrometry

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4770085openalex-extracted

Mode Separation and Recognition for Ultrasonic Guided Waves Signal Based on Dispersion Dictionary Optimized Sparse Represented

inferred← citeshttps://doi.org/10.1016/j.apacoust.2025.110901openalex-snapshot

Rail defect detection based on mode wave packet separation algorithm of sparse point array

inferred← citeshttps://doi.org/10.1016/j.measurement.2022.112360openalex-snapshot

Waveform inversion for wavenumber extraction and waveguide characterization using ultrasonic Lamb waves

inferred← citeshttps://doi.org/10.1016/j.ultras.2023.107144openalex-snapshot

Modelling guided waves in acoustoelastic and complex waveguides: From SAFE theory to an open-source tool

inferred← citeshttps://doi.org/10.1016/j.ymssp.2025.113827openalex-snapshot

Bayesian waveform inversion for structural parameter estimation using narrow spectral characteristics of guided waves

inferred← citeshttps://doi.org/10.1088/1742-6596/2966/1/012008openalex-snapshot

Characterization of material properties of FDM plastics using laser Doppler vibrometer acquired dispersion properties of elastic guided waves

inferred← citeshttps://doi.org/10.3390/acoustics5010008openalex-snapshot

Design and Manufacturing of the Multi-Layered Metamaterial Plate with Interfacial Crack-like Voids and Experimental-Theoretical Study of the Guided Wave Propagation

inferred← citeshttps://doi.org/10.3390/app13042266openalex-snapshot

Monitoring of Engineered Stones Used in Artwork Reproductions: Mechanical Characterization by Laser Vibrometry

inferred← citeshttps://doi.org/10.3390/ma15248715openalex-snapshot

Reconstruction of Composite Stiffness Matrix with Array-Guided Wave-Based Genetic Algorithm

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