Presentation Information
[21p-C501-7]Quantum-annealing approach for design of magnetic tunnel junction: Case study of inverse-spinel MgGa2O4 tunnel barrier
〇Kenji Nawa1,2, Tsuyoshi Suzuki3, Keisuke Masuda2, Shu Tanaka4,5, Yoshio miura2,6 (1.Mie Univ., 2.NIMS, 3.TDK Corp., 4.Keio Univ., 5.WPI-Bio2Q, Keio Univ., 6.CSRN, Osaka Univ.)
Keywords:
quantum annealing,materials informatics,tunnel magnetoresistance effect
Materials informatics in spintronics field offers an efficient search for the best condition to improve device performances, for example, tunnel magnetoresistance (TMR) and resistive-area product (RA), from huge search spaces. Quantum-annealing (QA) approach is recently reported as a combinatorial optimization method. In this work, we proposed a QA approach combined with machine learning and first-principles calculations and applied to cation-disordered inverse-spinel oxides, MgGa2O4, for developing magnetic tunnel junction showing high TMR and low RA.