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