Bayesian Optimization for Materials Science

This book provides a short and concise introduction to Bayesian optimization specifically for experimental and computational materials scientists. After explaining the basic idea behind Bayesian optimization and some applications to materials science in Chapter 1, the mathematical theory of Bayesian...

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Main Author: Packwood, Daniel. (Author, http://id.loc.gov/vocabulary/relators/aut)
Corporate Author: SpringerLink (Online service)
Language:English
Published: Singapore : Springer Singapore : Imprint: Springer, 2017.
Edition:1st ed. 2017.
Series:SpringerBriefs in the Mathematics of Materials, 3
Subjects:
Online Access:https://doi.org/10.1007/978-981-10-6781-5