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RESEARCH PAPER · Science and Technology of Advanced Materials Methods · 2024

Autonomous search for half-metallic materials with B 2 structure

Yuma Iwasaki, Ryo Toyama, Takahiro Yamazaki, Yasuhiko Igarashi, Masato Kotsugi, Yuya Sakuraba

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Autonomous search for half-metallic materials with B 2 structureOriginalAutonomous materials search using machine learning and ab initio calculations for L1 0 -FePt-based quaternary alloys2Efficient discovery of large magnetic anisotropy with thermodynamically stable materials via multi-objective Bayesian optimization1Autonomous Materials Search for Magnetic Materials1Er-driven magnetic tunability in FePt thin films investigated via high-throughput experiments and microstructure analysis for future HAMR media1Exploration of Stable Atomic Configurations in Graphene-like BCN Systems by Density Functional Theory and Bayesian Optimization1

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  1. Autonomous materials search using machine learning and ab initio calculations for L1 0 -FePt-based quaternary alloys

    Science and Technology of Advanced Materials Methods · 2025-03-07

    Yuma Iwasaki, D. Ogawa, Masato Kotsugi, Y. K. Takahashi

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  2. Efficient discovery of large magnetic anisotropy with thermodynamically stable materials via multi-objective Bayesian optimization

    Science and Technology of Advanced Materials Methods · 2025-04-04

    Kohei Nakamura, Daigo Furuya, Yoshio Miura, Takahiro Yamazaki, Alexandre Lira Foggiatto, Yuma Iwasaki, Masato Kotsugi

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  3. Autonomous Materials Search for Magnetic Materials

    Vacuum and Surface Science · 2025-06-09

    Yuma Iwasaki

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  4. Er-driven magnetic tunability in FePt thin films investigated via high-throughput experiments and microstructure analysis for future HAMR media

    Applied Physics Letters · 2025-06-23

    D. Ogawa, Yuma Iwasaki, Jun Uzuhashi, Yuta Sasaki, Masato Kotsugi, Y. K. Takahashi

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  5. Exploration of Stable Atomic Configurations in Graphene-like BCN Systems by Density Functional Theory and Bayesian Optimization

    Crystal Growth & Design · 2025-08-12

    Taichi Hara, Akira Kusaba, Yoshihiro Kangawa, Tetsuji Kuboyama, David R. Bowler, Karol Kawka, Paweł Kempisty

    Read original paper ↗ ·
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