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A digital twin emulator for production performance prediction and optimization using multi-scale 1DCNN ensemble and surrogate models.

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Title: A digital twin emulator for production performance prediction and optimization using multi-scale 1DCNN ensemble and surrogate models.
Authors: Liu, Bufan1, Chua, Ping Chong1, Lee, Jongsuk1, Moon, Seung Ki1, skmoon@ntu.edu.sg, Lopez, Manel2
Source: Journal of Intelligent Manufacturing; Jan2026, Vol. 37 Issue 1, p201-219, 19p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 191287663
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PubType: Academic Journal
PubTypeId: academicJournal
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  Data: <searchLink fieldCode="JN" term="%22Journal+of+Intelligent+Manufacturing%22">Journal of Intelligent Manufacturing</searchLink>; Jan2026, Vol. 37 Issue 1, p201-219, 19p
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      – Type: doi
        Value: 10.1007/s10845-024-02545-6
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      – Code: eng
        Text: English
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        PageCount: 19
        StartPage: 201
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      – TitleFull: A digital twin emulator for production performance prediction and optimization using multi-scale 1DCNN ensemble and surrogate models.
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            NameFull: Liu, Bufan
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            NameFull: Chua, Ping Chong
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            NameFull: Lee, Jongsuk
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            NameFull: Moon, Seung Ki
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              Text: Jan2026
              Type: published
              Y: 2026
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              Value: 37
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