Genetic Algorithm-Wavelet Transform Feature Extraction for Data-Driven Acoustic Resonance Spectroscopy

Greenhall, John; Sinha, Dipen N.; Pantea, Cristian

doi:10.1109/TUFFC.2023.3278494

Title: Genetic Algorithm-Wavelet Transform Feature Extraction for Data-Driven Acoustic Resonance Spectroscopy

Journal Article · 30 June 2023 · IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control

DOI: https://doi.org/10.1109/TUFFC.2023.3278494 · OSTI ID:1974631

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Los Alamos National Laboratory, Los Alamos, NM, USA

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Sponsoring Organization:: USDOE

OSTI ID:: 1974631

Alternate ID(s):: OSTI ID: 1987888; OSTI ID: 1990111

Journal Information:: IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, Journal Name: IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control Journal Issue: 7 Vol. 70; ISSN 0885-3010

Publisher:: Institute of Electrical and Electronics EngineersCopyright Statement

Country of Publication:: United States

Language:: English

References (19)

Genetic Algorithms Ansari, Nirwan; Hou, Edwin Computational Intelligence for Optimization https://doi.org/10.1007/978-1-4615-6331-0_6	book	January 1997
Artificial neural networks in chemometrics: History, examples and perspectives Marini, F.; Bucci, R.; Magrì, A. L. Microchemical Journal, Vol. 88, Issue 2 https://doi.org/10.1016/j.microc.2007.11.008	journal	April 2008
A comparison of random forest and its Gini importance with standard chemometric methods for the feature selection and classification of spectral data Menze, Bjoern H.; Kelm, B. Michael; Masuch, Ralf BMC Bioinformatics, Vol. 10, Issue 1 https://doi.org/10.1186/1471-2105-10-213	journal	January 2009
Wavelet Transform-Based UV Spectroscopy for Pharmaceutical Analysis Dinç, Erdal; Yazan, Zehra Frontiers in Chemistry, Vol. 6 https://doi.org/10.3389/fchem.2018.00503	journal	October 2018
PLS-regression: a basic tool of chemometrics Wold, Svante; Sjöström, Michael; Eriksson, Lennart Chemometrics and Intelligent Laboratory Systems, Vol. 58, Issue 2 https://doi.org/10.1016/S0169-7439(01)00155-1	journal	October 2001
Micromachined acoustic resonant mass sensor Journal of Microelectromechanical Systems, Vol. 14, Issue 4 https://doi.org/10.1109/JMEMS.2005.845405	journal	August 2005
Nonlinear Elastic Wave Spectroscopy (NEWS) Techniques to Discern Material Damage, Part I: Nonlinear Wave Modulation Spectroscopy (NWMS) Van Den Abeele, K. E. -A.; Johnson, P. A.; Sutin, A. Research in Nondestructive Evaluation, Vol. 12, Issue 1 https://doi.org/10.1080/09349840009409646	journal	January 2000
Nonlinear Elastic Wave Spectroscopy (NEWS) Techniques to Discern Material Damage, Part II: Single-Mode Nonlinear Resonance Acoustic Spectroscopy Van Den Abeele, K. E. -A.; Carmeliet, J.; Ten Cate, J. A. Research in Nondestructive Evaluation, Vol. 12, Issue 1 https://doi.org/10.1080/09349840009409647	journal	January 2000
Feature selection in machine learning: A new perspective Cai, Jie; Luo, Jiawei; Wang, Shulin Neurocomputing, Vol. 300 https://doi.org/10.1016/j.neucom.2017.11.077	journal	July 2018
Resonant ultrasound spectroscopy for materials with high damping and samples of arbitrary geometry: RUS FOR ARBITRARY SHAPE AND HIGH DAMPING Remillieux, Marcel C.; Ulrich, T. J.; Payan, Cédric Journal of Geophysical Research: Solid Earth, Vol. 120, Issue 7 https://doi.org/10.1002/2015JB011932	journal	July 2015
Nonlinear acoustic crack detection in thermoelectric wafers Greenhall, J.; Grutzik, S.; Graham, A. Mechanical Systems and Signal Processing, Vol. 139 https://doi.org/10.1016/j.ymssp.2019.106598	journal	May 2020
A new automated spectral feature extraction method and its application in spectral classification and defective spectra recovery Wang, Ke; Guo, Ping; Luo, A-Li Monthly Notices of the Royal Astronomical Society, Vol. 465, Issue 4 https://doi.org/10.1093/mnras/stw2894	journal	December 2016
Resonant ultrasound spectroscopy Leisure, R. G.; Willis, F. A. Journal of Physics: Condensed Matter, Vol. 9, Issue 28 https://doi.org/10.1088/0953-8984/9/28/002	journal	July 1997
An improvement of the standard genetic algorithm fighting premature convergence in continuous optimization Andre, J.; Siarry, P.; Dognon, T. Advances in Engineering Software, Vol. 32, Issue 1 https://doi.org/10.1016/S0965-9978(00)00070-3	journal	January 2001
Principles and applications of wavelet transformation to chemometrics Jetter, K.; Depczynski, U.; Molt, K. Analytica Chimica Acta, Vol. 420, Issue 2 https://doi.org/10.1016/S0003-2670(00)00889-8	journal	September 2000
Discrete Wavelet Transformations: An Elementary Approach with Applications Van Fleet, Patrick J. https://doi.org/10.1002/9781119555414	book	April 2019
Experimental acoustic resonance study on finite length cylindrical targets Lecroq, F.; Izbicki, J. L.; Maze, G. Physics Letters A, Vol. 146, Issue 1-2 https://doi.org/10.1016/0375-9601(90)90030-R	journal	May 1990
Random forest machine learning models for interpretable X-ray absorption near-edge structure spectrum-property relationships Torrisi, Steven B.; Carbone, Matthew R.; Rohr, Brian A. npj Computational Materials, Vol. 6, Issue 1 https://doi.org/10.1038/s41524-020-00376-6	journal	July 2020
Bar code waveform recognition using peak locations Joseph, E.; Pavlidis, T. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 16, Issue 6 https://doi.org/10.1109/34.295907	journal	June 1994

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