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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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Détails bibliographiques
Auteurs principaux:	Krishnan, N. M. Anoop (Auteur), Kodamana, Hariprasad (Auteur), Bhattoo, Ravinder (Auteur)
Collectivité auteur:	SpringerLink (Online service)
Format:	Électronique eBook
Langue:	anglais
Publié:	Cham : Springer International Publishing : Imprint: Springer, 2024.
Édition:	1st ed. 2024.
Collection:	Machine Intelligence for Materials Science,
Sujets:	Materials science > Data processing. Machine learning. System theory. Mathematical physics. Ceramic materials. Computational Materials Science. Machine Learning. Complex Systems. Theoretical, Mathematical and Computational Physics. Ceramics.
Accès en ligne:	https://doi.org/10.1007/978-3-031-44622-1
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

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