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Experimental search for high-temperature ferroelectric perovskites guided by two-step machine learning

Experimental search for high-temperature ferroelectric perovskites is a challenging task due to the vast chemical space and lack of predictive guidelines. Here, we demonstrate a two-step machine learning approach to guide experiments in search of xBi[Formula: see text] O(3)–(1 − x)PbTiO(3)-based per...

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Detalhes bibliográficos
Publicado no:Nat Commun
Main Authors: Balachandran, Prasanna V., Kowalski, Benjamin, Sehirlioglu, Alp, Lookman, Turab
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5920103/
https://ncbi.nlm.nih.gov/pubmed/29700297
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-018-03821-9
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