Near infrared spectral inversion method for concrete moisture content based onVMD-LSTM hybrid model

DU Yueping; FAN Hua; DAI Yuxiang

doi:10.13883/j.issn1004-5929.202502015

The Journal of Light Scattering, Volume. 37, Issue 2, 276(2025)

Near infrared spectral inversion method for concrete moisture content based onVMD-LSTM hybrid model

DU Yueping^1、*, FAN Hua², and DAI Yuxiang¹

Author Affiliations

¹School of Art & Design, Nanchang Institute of Technology, Nanchang, Jiangxi, 330044

²Jiangxi Cultural Exhibition and Decoration Art Co., Ltd, Nanchang, Jiangxi, 330046

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References(2)

[11] [11] Dragomiretskiy K, Zosso D. Variational Mode Decomposition[J]. IEEE Transactions on Signal Processing, 2014, 62(3): 531-544.

[12] [12] Hochreiter S, Schmidhuber J. Long Short-Term Memory[J]. Neural Computation, 1997, 9(8): 1735-1780.

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DU Yueping, FAN Hua, DAI Yuxiang. Near infrared spectral inversion method for concrete moisture content based onVMD-LSTM hybrid model[J]. The Journal of Light Scattering, 2025, 37(2): 276

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Paper Information

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Received: Sep. 18, 2024

Accepted: Jul. 31, 2025

Published Online: Jul. 31, 2025

The Author Email: DU Yueping (751138184@qq.com)

DOI:10.13883/j.issn1004-5929.202502015

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology