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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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Detalles Bibliográficos
Autor principal: Packwood, Daniel
Lenguaje:eng
Publicado: Springer 2017
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-981-10-6781-5
http://cds.cern.ch/record/2293742

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