Machine learning for materials discovery : numerical recipes and practical applications /

Focusing on the fundamentals of machine learning, this book covers broad areas of data-driven modeling, ranging from simple regression to advanced machine learning and optimization methods for applications in materials modeling and discovery. The book explains complex mathematical concepts in a luci...

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Bibliographic Details

Main Authors:	Krishnan, N. M. Anoop (Author), Kodamana, Hariprasad (Author), Bhattoo, Ravinder (Author)
Format:	Book
Language:	English
Published:	Cham, Switzerland : Springer Nature Switzerland, [2024].
Series:	Machine intelligence for materials science
Subjects:	Machine learning. Materials > Mathematical models.