Machine Learning for Materials Discovery Numerical Recipes and Practical Applications
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Form:Einzelkauf Download
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Sprache:Englisch
Fr. 213.90
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Produktdetails
Format
Kopierschutz
Nein
Family Sharing
Nein
Text-to-Speech
Nein
Erscheinungsdatum
06.05.2024
Verlag
Springer Nature SwitzerlandSeitenzahl
279 (Printausgabe)
Dateigröße
15769 KB
Sprache
Englisch
EAN
9783031446221
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 lucid manner to ensure that readers from different materials domains are able to use these techniques successfully. A unique feature of this book is its hands-on aspect-each method presented herein is accompanied by a code that implements the method in open-source platforms such as Python. This book is thus aimed at graduate students, researchers, and engineers to enable the use of data-driven methods for understanding and accelerating the discovery of novel materials.
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