Machine Learning for Materials Scientists: An Introductory Guide toward Best Practices

Autor:	Ryan J. Murdock, Kristin A. Persson, Jakoah Brgoch, Steven K. Kauwe, Anton O. Oliynyk, Aleksander Gurlo, Taylor D. Sparks, Anthony Yu-Tung Wang
Rok vydání:	2020
Předmět:	Cover (telecommunications) Computer science General Chemical Engineering Best practice Materials Chemistry 02 engineering and technology General Chemistry 010402 general chemistry 021001 nanoscience & nanotechnology 0210 nano-technology 01 natural sciences Data science 0104 chemical sciences
Zdroj:	Chemistry of Materials. 32:4954-4965
ISSN:	1520-5002 0897-4756
Popis:	This Methods/Protocols article is intended for materials scientists interested in performing machine learning-centered research. We cover broad guidelines and best practices regarding the obtaining...
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::b670d8509d7e68ae1f0e4f7e1b519dc8 https://doi.org/10.1021/acs.chemmater.0c01907 Zobrazit plný text záznamu