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Incremental Distillation Physics-Informed Neural Network (IDPINN) Accurately Models the Evolution of Optical Solitons.

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Title: Incremental Distillation Physics-Informed Neural Network (IDPINN) Accurately Models the Evolution of Optical Solitons.
Authors: Zhang, Zhiyang1 (AUTHOR) zzyang@bupt.edu.cn, Liu, Muwei1 (AUTHOR) liumuwei@bupt.edu.cn, Liu, Wenjun1,2 (AUTHOR) jungliu@bupt.edu.cn
Source: Journal of Systems Science & Complexity. Dec2025, Vol. 38 Issue 6, p2732-2746. 15p.
Database: Mathematics Source
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  Data: Incremental Distillation Physics-Informed Neural Network (IDPINN) Accurately Models the Evolution of Optical Solitons.
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  Data: <searchLink fieldCode="AR" term="%22Zhang%2C+Zhiyang%22">Zhang, Zhiyang</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> zzyang@bupt.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Liu%2C+Muwei%22">Liu, Muwei</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> liumuwei@bupt.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Liu%2C+Wenjun%22">Liu, Wenjun</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<i> jungliu@bupt.edu.cn</i>
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  Data: <searchLink fieldCode="JN" term="%22Journal+of+Systems+Science+%26+Complexity%22">Journal of Systems Science & Complexity</searchLink>. Dec2025, Vol. 38 Issue 6, p2732-2746. 15p.
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      – Type: doi
        Value: 10.1007/s11424-024-3449-9
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      – Code: eng
        Text: English
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      Pagination:
        PageCount: 15
        StartPage: 2732
    Titles:
      – TitleFull: Incremental Distillation Physics-Informed Neural Network (IDPINN) Accurately Models the Evolution of Optical Solitons.
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            NameFull: Zhang, Zhiyang
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          Name:
            NameFull: Liu, Muwei
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            NameFull: Liu, Wenjun
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            – D: 01
              M: 12
              Text: Dec2025
              Type: published
              Y: 2025
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              Value: 38
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              Value: 6
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            – TitleFull: Journal of Systems Science & Complexity
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