Machine learning analysis of tunnel magnetoresistance of magnetic tunnel junctions with disordered MgAl_{2}O_{4}

Machine learning analysis of tunnel magnetoresistance of magnetic tunnel junctions with disordered MgAl_{2}O_{4}

Through Bayesian optimization and the least absolute shrinkage and selection operator (LASSO) technique combined with first-principles calculations, we investigated the tunnel magnetoresistance (TMR) effect of Fe/disordered-MgAl_{2}O_{4}(MAO)/Fe(001) magnetic tunnel junctions (MTJs) to determine the...

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Bibliographic Details
Main Authors: Shenghong Ju, Yoshio Miura, Kaoru Yamamoto, Keisuke Masuda, Ken-ichi Uchida, Junichiro Shiomi
Format: Article
Language:English
Published: American Physical Society 2020-05-01
Series:Physical Review Research
Online Access:http://doi.org/10.1103/PhysRevResearch.2.023187

Internet

http://doi.org/10.1103/PhysRevResearch.2.023187

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