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Machine learning for small data sets: an exemplary study on the classification of highly complex surface micromorphologies

Complex micro-morphologies can dictate the physical behavior of materials and their interactions with other objects but are difficult to classify. Here, machine learning may be a useful tool; however, missing expertise and small samples sizes often prevent experimental scientists from making use of...

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Detaylı Bibliyografya
Asıl Yazarlar: Manuel Henkel, Michael Sprenger, Oliver Lieleg
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Elsevier 2026-03-01
Seri Bilgileri:Materials Today Advances
Konular:
Online Erişim:http://www.sciencedirect.com/science/article/pii/S2590049826000238
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