Buch

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Übersicht

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Verlag	:	Springer International Publishing
Buchreihe	:	The Materials Research Society Series
Sprache	:	Englisch
Erschienen	:	27. 04. 2024
Seiten	:	607
Einband	:	Gebunden
Höhe	:	235 mm
Breite	:	155 mm
ISBN	:	9783031465642
Sprache	:	Englisch
Illustrationen	:	X, 607 p. 200 illus. in color.

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Autorinformation

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Prof. Dr. Stefan Sandfeld is Director of the Institute for Advanced Simulation: Materials Data Science and Informatics (IAS-9) Forschungszentrum Juelich, Germany; and Professor/Chair of Materials Data Science and Materials Informatics, RWTH Aachen University. 



 

Inhaltsverzeichnis

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Introduction to Data, Data Mining, and Prediction in Materials Science.- A Primer on Probabilities, Distributions and Statistics.- Introduction to Statistical Machine Learning.- Artificial Neural Networks and Deep Learning.- Advanced Topics of Machine Learning and Data Mining in Materials Science and Engineering.- Conclusion Outlook.- Appendix.

Deine Buchhandlung

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