Physics-Informed Machine Learning for Predicting Carburizing Process Outcomes in 20Cr2Ni4 Steel: A Cascade Modeling Approach.
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| Title: | Physics-Informed Machine Learning for Predicting Carburizing Process Outcomes in 20Cr2Ni4 Steel: A Cascade Modeling Approach. |
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| Authors: | Liang, Chuansheng1,2, Cheng, Peng1,2, chengpeng0123z@163.com, Shao, Chenxi1,2 |
| Source: | Metals (2075-4701); Feb2026, Vol. 16 Issue 2, p163, 31p |
| Database: | Applied Science & Technology Source |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Items | – Name: Title Label: Title Group: Ti Data: Physics-Informed Machine Learning for Predicting Carburizing Process Outcomes in 20Cr2Ni4 Steel: A Cascade Modeling Approach. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Liang%2C+Chuansheng%22">Liang, Chuansheng</searchLink><relatesTo>1,2</relatesTo><br /><searchLink fieldCode="AU" term="%22Cheng%2C+Peng%22">Cheng, Peng</searchLink><relatesTo>1,2</relatesTo>, <i>chengpeng0123z@163.com</i><br /><searchLink fieldCode="AU" term="%22Shao%2C+Chenxi%22">Shao, Chenxi</searchLink><relatesTo>1,2</relatesTo> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Metals+%282075-4701%29%22">Metals (2075-4701)</searchLink>; Feb2026, Vol. 16 Issue 2, p163, 31p |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=192036022 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3390/met16020163 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 31 StartPage: 163 Titles: – TitleFull: Physics-Informed Machine Learning for Predicting Carburizing Process Outcomes in 20Cr2Ni4 Steel: A Cascade Modeling Approach. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Liang, Chuansheng – PersonEntity: Name: NameFull: Cheng, Peng – PersonEntity: Name: NameFull: Shao, Chenxi IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 02 Text: Feb2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 20754701 Numbering: – Type: volume Value: 16 – Type: issue Value: 2 Titles: – TitleFull: Metals (2075-4701) Type: main |
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