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A Physics-Informed Neural Network Framework for Seismic Signal Denoising Based on Time–Frequency Adaptive Decomposition.

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Title: A Physics-Informed Neural Network Framework for Seismic Signal Denoising Based on Time–Frequency Adaptive Decomposition.
Authors: Zhang, Qinghua1, Zhang, Miantao2, Zhang, Houle1,3, Wu, Yongxin1,4, Zhang, Yanjie1,3,4, yanjie_tm@163.com
Source: Applied Sciences (2076-3417); Mar2026, Vol. 16 Issue 5, p2389, 21p
Database: Applied Science & Technology Source
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  Data: A Physics-Informed Neural Network Framework for Seismic Signal Denoising Based on Time–Frequency Adaptive Decomposition.
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  Data: <searchLink fieldCode="AU" term="%22Zhang%2C+Qinghua%22">Zhang, Qinghua</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Zhang%2C+Miantao%22">Zhang, Miantao</searchLink><relatesTo>2</relatesTo><br /><searchLink fieldCode="AU" term="%22Zhang%2C+Houle%22">Zhang, Houle</searchLink><relatesTo>1,3</relatesTo><br /><searchLink fieldCode="AU" term="%22Wu%2C+Yongxin%22">Wu, Yongxin</searchLink><relatesTo>1,4</relatesTo><br /><searchLink fieldCode="AU" term="%22Zhang%2C+Yanjie%22">Zhang, Yanjie</searchLink><relatesTo>1,3,4</relatesTo>, <i>yanjie_tm@163.com</i>
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  Data: <searchLink fieldCode="JN" term="%22Applied+Sciences+%282076-3417%29%22">Applied Sciences (2076-3417)</searchLink>; Mar2026, Vol. 16 Issue 5, p2389, 21p
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        Value: 10.3390/app16052389
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        Text: English
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      – TitleFull: A Physics-Informed Neural Network Framework for Seismic Signal Denoising Based on Time–Frequency Adaptive Decomposition.
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              Text: Mar2026
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              Y: 2026
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