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Scientific Machine Learning for Coating Degradation and Corrosion Prediction: A Critical Review and Thermodynamic Research Perspective.

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Title: Scientific Machine Learning for Coating Degradation and Corrosion Prediction: A Critical Review and Thermodynamic Research Perspective.
Authors: Rojas-Valdivia, Luis1, paola.moraga@pucv.cl, Moraga, Paola1, Peña, Alvaro1, García, José1
Source: Coatings (2079-6412); Aug2026, Vol. 16 Issue 8, p921, 25p
Database: Applied Science & Technology Source
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DbLabel: Applied Science & Technology Source
An: 196615083
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PubType: Academic Journal
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      – Type: doi
        Value: 10.3390/coatings16080921
    Languages:
      – Code: eng
        Text: English
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        PageCount: 25
        StartPage: 921
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      – TitleFull: Scientific Machine Learning for Coating Degradation and Corrosion Prediction: A Critical Review and Thermodynamic Research Perspective.
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            NameFull: Rojas-Valdivia, Luis
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            NameFull: Moraga, Paola
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            NameFull: Peña, Alvaro
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              Text: Aug2026
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              Y: 2026
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              Value: 16
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              Value: 8
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