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Data-Based Methods For Materials Design And Discovery eBook

Basic Ideas And General Methods

by Ghanshyam Pilania, Turab Lookman, James E. Gubernatis e Prasanna V. Balachandran
Book eBook
language: english
Publisher: Springer International Publishing, May of 2022 ‧
59,61€
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Machine learning methods are changing the way we design and discover new materials. This book provides an overview of approaches successfully used in addressing materials problems (alloys, ferroelectrics, dielectrics) with a focus on probabilistic methods, such as Gaussian processes, to accurately estimate density functions.

Data-Based Methods For Materials Design And Discovery

Basic Ideas And General Methods

by Ghanshyam Pilania, Turab Lookman, James E. Gubernatis e Prasanna V. Balachandran

Property Description
ISBN: 9783031023835
Publisher: Springer International Publishing
Release Date: May of 2022
Language: English
Pages: 172
Format: eBook
File Format and Compatibility: PDF para ADE
Collection: Synthesis Lectures On Materials And Optics
Categories: eBooks in English > Science > Physical
eBooks in English > Engineering > General Engineering
EAN: 9783031023835

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