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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Vydané v:	Solid state communications Ročník 361; s. 115062
Hlavní autori:	Priyadarshini, Rojalina, Joardar, Hillol, Bisoy, Sukant Kishoro, Badapanda, Tanmaya
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 15.02.2023
Predmet:	Boosting algorithms K-nearest neighborhood Machine learning Perovskite XGBoost K-nearest neighborhood Perovskite XGBoost Machine learning Boosting algorithms
ISSN:	0038-1098
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