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Integrating simulation and machine learning for accurate preform charge prediction in Sheet Molding Compound manufacturing.

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Title: Integrating simulation and machine learning for accurate preform charge prediction in Sheet Molding Compound manufacturing.
Authors: Tannous, Mikhael1, mikhael.tannous@ensam.eu, Rodriguez, Sebastian1, sebastian.rodriguez_iturra@ensam.eu, Ghnatios, Chady2, chady.ghnatios@unf.edu, Chinesta, Francisco1, francisco.chinesta@ensam.eu
Source: International Journal of Material Forming; Mar2025, Vol. 18 Issue 1, p1-17, 17p
Database: Applied Science & Technology Source
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  Availability: 0
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 182805091
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: Integrating simulation and machine learning for accurate preform charge prediction in Sheet Molding Compound manufacturing.
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  Data: <searchLink fieldCode="AU" term="%22Tannous%2C+Mikhael%22">Tannous, Mikhael</searchLink><relatesTo>1</relatesTo>, <i>mikhael.tannous@ensam.eu</i><br /><searchLink fieldCode="AU" term="%22Rodriguez%2C+Sebastian%22">Rodriguez, Sebastian</searchLink><relatesTo>1</relatesTo>, <i>sebastian.rodriguez_iturra@ensam.eu</i><br /><searchLink fieldCode="AU" term="%22Ghnatios%2C+Chady%22">Ghnatios, Chady</searchLink><relatesTo>2</relatesTo>, <i>chady.ghnatios@unf.edu</i><br /><searchLink fieldCode="AU" term="%22Chinesta%2C+Francisco%22">Chinesta, Francisco</searchLink><relatesTo>1</relatesTo>, <i>francisco.chinesta@ensam.eu</i>
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  Data: <searchLink fieldCode="JN" term="%22International+Journal+of+Material+Forming%22">International Journal of Material Forming</searchLink>; Mar2025, Vol. 18 Issue 1, p1-17, 17p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=182805091
RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1007/s12289-025-01878-8
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      – Code: eng
        Text: English
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        PageCount: 17
        StartPage: 1
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      – TitleFull: Integrating simulation and machine learning for accurate preform charge prediction in Sheet Molding Compound manufacturing.
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            NameFull: Tannous, Mikhael
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            NameFull: Rodriguez, Sebastian
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            NameFull: Ghnatios, Chady
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            – D: 01
              M: 03
              Text: Mar2025
              Type: published
              Y: 2025
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              Value: 18
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            – TitleFull: International Journal of Material Forming
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