Materials Data Science Introduction to Data Mining, Machine Learning, and Data-Driven Predictions for Materials Science and Engineering /

This text covers all of the artificial intelligence, deep learning, and data science topics relevant to materials science and engineering, accompanied by numerous examples and applications. The book begins with a concise introduction to statistics and probabilities, explaining important concepts and...

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Détails bibliographiques

Auteur principal:	Sandfeld, Stefan (Auteur)
Collectivité auteur:	SpringerLink (Online service)
Format:	Électronique eBook
Langue:	anglais
Publié:	Cham : Springer International Publishing : Imprint: Springer, 2024.
Édition:	1st ed. 2024.
Collection:	The Materials Research Society Series,
Sujets:	Materials > Analysis. Data mining. Artificial intelligence. Data structures (Computer science). Information theory. Materials Characterization Technique. Data Mining and Knowledge Discovery. Artificial Intelligence. Data Structures and Information Theory.
Accès en ligne:	https://doi.org/10.1007/978-3-031-46565-9
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