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Process Design of Vinyl-Coated Metal Sheet Stamping for Prevention of Delamination and Wrinkling by DNN-Based Multi-Objective Optimization.

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Title: Process Design of Vinyl-Coated Metal Sheet Stamping for Prevention of Delamination and Wrinkling by DNN-Based Multi-Objective Optimization.
Authors: Kim MG; Department of Nanomechatronics Engineering, Pusan National University, Busan 46241, Republic of Korea., Ryu JC; Industrial Liaison Innovation Center, Pusan National University, Busan 46241, Republic of Korea., Lee CJ; Advanced Mobility Components Group, Korea Institute of Industrial Technology, Daegu 42994, Republic of Korea., Jang JS; Advanced Mobility Components Group, Korea Institute of Industrial Technology, Daegu 42994, Republic of Korea., Ko DC; Department of Nanomechatronics Engineering, Pusan National University, Busan 46241, Republic of Korea.
Source: Materials (Basel, Switzerland) [Materials (Basel)] 2025 Dec 12; Vol. 18 (24). Date of Electronic Publication: 2025 Dec 12.
Publication Type: Journal Article
Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101555929 Publication Model: Electronic Cited Medium: Print ISSN: 1996-1944 (Print) Linking ISSN: 19961944 NLM ISO Abbreviation: Materials (Basel) Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 41470362
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PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: Process Design of Vinyl-Coated Metal Sheet Stamping for Prevention of Delamination and Wrinkling by DNN-Based Multi-Objective Optimization.
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  Data: <searchLink fieldCode="AU" term="%22Kim+MG%22">Kim MG</searchLink>; Department of Nanomechatronics Engineering, Pusan National University, Busan 46241, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Ryu+JC%22">Ryu JC</searchLink>; Industrial Liaison Innovation Center, Pusan National University, Busan 46241, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Lee+CJ%22">Lee CJ</searchLink>; Advanced Mobility Components Group, Korea Institute of Industrial Technology, Daegu 42994, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Jang+JS%22">Jang JS</searchLink>; Advanced Mobility Components Group, Korea Institute of Industrial Technology, Daegu 42994, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Ko+DC%22">Ko DC</searchLink>; Department of Nanomechatronics Engineering, Pusan National University, Busan 46241, Republic of Korea.
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  Data: <searchLink fieldCode="JN" term="%22101555929%22">Materials (Basel, Switzerland)</searchLink> [Materials (Basel)] 2025 Dec 12; Vol. 18 (24). <i>Date of Electronic Publication: </i>2025 Dec 12.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22MDPI%22">MDPI </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101555929 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Print <i>ISSN: </i>1996-1944 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2219961944%22">19961944 </searchLink><i>NLM ISO Abbreviation: </i>Materials (Basel) <i>Subsets: </i>PubMed not MEDLINE
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      – Type: doi
        Value: 10.3390/ma18245589
    Languages:
      – Code: eng
        Text: English
    Titles:
      – TitleFull: Process Design of Vinyl-Coated Metal Sheet Stamping for Prevention of Delamination and Wrinkling by DNN-Based Multi-Objective Optimization.
        Type: main
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            NameFull: Kim MG
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            NameFull: Ryu JC
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            NameFull: Lee CJ
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            NameFull: Jang JS
      – PersonEntity:
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            NameFull: Ko DC
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            – D: 12
              M: 12
              Text: 2025 Dec 12
              Type: published
              Y: 2025
          Identifiers:
            – Type: issn-print
              Value: 1996-1944
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              Value: 18
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              Value: 24
          Titles:
            – TitleFull: Materials (Basel, Switzerland)
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