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Fit-deepokan: enhancing neural operator learning of soliton dynamics via FitNets distillation.

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Title: Fit-deepokan: enhancing neural operator learning of soliton dynamics via FitNets distillation.
Authors: Chen, Lan1, Yi, Houhui2, houhuily@163.com, Zhang, Zhiyang1, Liu, Muwei1, Liu, Wenjun1, jungliu@bupt.edu.cn
Source: Nonlinear Dynamics; Feb2026, Vol. 114 Issue 4, p1-12, 12p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 191962755
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: Fit-deepokan: enhancing neural operator learning of soliton dynamics via FitNets distillation.
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  Data: <searchLink fieldCode="AU" term="%22Chen%2C+Lan%22">Chen, Lan</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Yi%2C+Houhui%22">Yi, Houhui</searchLink><relatesTo>2</relatesTo>, <i>houhuily@163.com</i><br /><searchLink fieldCode="AU" term="%22Zhang%2C+Zhiyang%22">Zhang, Zhiyang</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Liu%2C+Muwei%22">Liu, Muwei</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Liu%2C+Wenjun%22">Liu, Wenjun</searchLink><relatesTo>1</relatesTo>, <i>jungliu@bupt.edu.cn</i>
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  Data: <searchLink fieldCode="JN" term="%22Nonlinear+Dynamics%22">Nonlinear Dynamics</searchLink>; Feb2026, Vol. 114 Issue 4, p1-12, 12p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=191962755
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        Value: 10.1007/s11071-025-12158-0
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      – Code: eng
        Text: English
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        PageCount: 12
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      – TitleFull: Fit-deepokan: enhancing neural operator learning of soliton dynamics via FitNets distillation.
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            NameFull: Zhang, Zhiyang
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              Text: Feb2026
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              Y: 2026
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              Value: 114
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