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Steel microstructure analysis using transfer learning: a study on data leakage.

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Title: Steel microstructure analysis using transfer learning: a study on data leakage.
Authors: Wentzien, Marcel1,2, marcel.wentzien@eah-jena.de, Ingber, Jerome1, jerome.ingber@eah-jena.de, Schlötterer, Jörg2, joerg.schloetterer@uni-marburg.de, Friedrich, Thomas1, thomas.friedrich@eah-jena.de, Kempka, Henning1, henning.kempka@eah-jena.de, Schmalzried, Dirk1, dirk.schmalzried@eah-jena.de, Kunert, Maik1, maik.kunert@eah-jena.de
Source: Journal of Materials Science; May2026, Vol. 61 Issue 19, p13558-13580, 23p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 192984041
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: Steel microstructure analysis using transfer learning: a study on data leakage.
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  Data: <searchLink fieldCode="AU" term="%22Wentzien%2C+Marcel%22">Wentzien, Marcel</searchLink><relatesTo>1,2</relatesTo>, <i>marcel.wentzien@eah-jena.de</i><br /><searchLink fieldCode="AU" term="%22Ingber%2C+Jerome%22">Ingber, Jerome</searchLink><relatesTo>1</relatesTo>, <i>jerome.ingber@eah-jena.de</i><br /><searchLink fieldCode="AU" term="%22Schlötterer%2C+Jörg%22">Schlötterer, Jörg</searchLink><relatesTo>2</relatesTo>, <i>joerg.schloetterer@uni-marburg.de</i><br /><searchLink fieldCode="AU" term="%22Friedrich%2C+Thomas%22">Friedrich, Thomas</searchLink><relatesTo>1</relatesTo>, <i>thomas.friedrich@eah-jena.de</i><br /><searchLink fieldCode="AU" term="%22Kempka%2C+Henning%22">Kempka, Henning</searchLink><relatesTo>1</relatesTo>, <i>henning.kempka@eah-jena.de</i><br /><searchLink fieldCode="AU" term="%22Schmalzried%2C+Dirk%22">Schmalzried, Dirk</searchLink><relatesTo>1</relatesTo>, <i>dirk.schmalzried@eah-jena.de</i><br /><searchLink fieldCode="AU" term="%22Kunert%2C+Maik%22">Kunert, Maik</searchLink><relatesTo>1</relatesTo>, <i>maik.kunert@eah-jena.de</i>
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  Data: <searchLink fieldCode="JN" term="%22Journal+of+Materials+Science%22">Journal of Materials Science</searchLink>; May2026, Vol. 61 Issue 19, p13558-13580, 23p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=192984041
RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1007/s10853-026-12405-8
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      – Code: eng
        Text: English
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        StartPage: 13558
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      – TitleFull: Steel microstructure analysis using transfer learning: a study on data leakage.
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            NameFull: Wentzien, Marcel
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            NameFull: Kempka, Henning
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            NameFull: Schmalzried, Dirk
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            – D: 15
              M: 05
              Text: May2026
              Type: published
              Y: 2026
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