Crystal structural prediction of perovskite materials using machine learning: A comparative study

In this study, Machine Learning (ML) techniques have been exploited to classify the crystal structure of ABO3 perovskite compounds. In the present work, seven different ML algorithms are applied to the experimentally determined crystal structure data. The relevance of the data featured is measured b...

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Bibliographic Details

Published in:	Solid state communications Vol. 361; p. 115062
Main Authors:	Priyadarshini, Rojalina, Joardar, Hillol, Bisoy, Sukant Kishoro, Badapanda, Tanmaya
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 15.02.2023
Subjects:	Boosting algorithms K-nearest neighborhood Machine learning Perovskite XGBoost K-nearest neighborhood Perovskite XGBoost Machine learning Boosting algorithms
ISSN:	0038-1098
Online Access:	Get full text
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