Isbn: 9783031446245 - machine learning for materials discovery: numerical recipes and practical applications (machine intelligence for materials science) (2 Ergebnisse)

Taschenbuch. Zustand: Neu. Machine Learning for Materials Discovery | Numerical Recipes and Practical Applications | N. M. Anoop Krishnan (u. a.) | Taschenbuch | Machine Intelligence for Materials Science | xx | Englisch | 2025 | Springer | EAN 9783031446245 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu. …

Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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.…