Capa do artigo Data-Based Methods For Materials Design And Discovery

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
language: english
Publisher: MORGAN & CLAYPOOL PUBLISHERS, March of 2020 ‧
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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: 9781681737393
Publisher: MORGAN & CLAYPOOL PUBLISHERS
Release Date: March of 2020
Language: English
Dimensions: 191 x 235 x 20 mm
Cover: Hardcover
Pages: 188
Format: Book
Collection: Synthesis Lectures On Materials And Optics
Categories: Books in English > Art > Design and Illustration
EAN: 9781681737393

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