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Development of ab-initio spin dynamics simulator and its application to spintronics materials

Research Project

Project/Area Number 20K05303
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 29010:Applied physical properties-related
Research InstitutionOsaka University

Principal Investigator

Sato Kazunori  大阪大学, 大学院工学研究科, 准教授 (60379097)

Project Period (FY) 2020-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2022: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2021: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2020: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords計算機マテリアルデザイン / 不規則系 / コヒーレントポテンシャル近似 / 磁気熱量効果 / 発光中心 / 準粒子セルフコンシステントGW法 / 密度汎関数法 / ハイエントロピー合金 / 第一原理計算 / スピントロニクス / KKRグリーン関数法 / QSGW法 / 磁気励起特性 / 不純物発光中心 / 電気伝導特性 / スピンダイナミクス / 有限温度磁性
Outline of Research at the Start

ハーフメタル(HM)やスピンギャップレス半導体(SGS)などの特異な電子状態をもつ物質や、それに基づくスピントロニクス材料の探索を進めるために、条件付き密度汎関数法とモンテカルロ法を組み合わせた第一原理スピンダイナミクスシミ ュレーション法を開発する。開発した方法によるシミュレーション結果を準粒子自己無撞着GW法などの多体摂動論に基づく理論計算と比較しその有意性を検証し、HMやSGSをはじめとするスピントロニクス材料の有限温度でのマ テリアルデザインに適用する。さらに、これまでに提案されているHMやSGSについて系統的な計算を行い、機械学習などの統計的手法を用いて新物質のデザインを行う。

Outline of Final Research Achievements

Regarding the calculation of material properties related to excited states, we have developed and applied a multi-scale simulation method for the following three points.
(1) Quantitative simulation and material design of magnetocaloric materials by effective exchange interaction calculation by KKR-CPA method and Monte Carlo simulation of finite temperature magnetism. (2) Calculation of elastic constants of high entropy alloy (HEA) by FPKKR-CPA method and model construction by machine learning. Calculation of interatomic interaction and simulation of atomic configuration at finite temperature of HEA by Monte Carlo method. (3) Evaluation of excitation properties and material design of rare earth-doped semiconductors and oxide systems containing transition metals based on QSGW calculations and ligand field theory.

Academic Significance and Societal Importance of the Research Achievements

効率的な新規機能性材料のマテリアルデザインのために、第一原理電子状態計算に基づく材料探索が精力的に実施されている。しかし、通常の第一原理計算は材料の基底状態の(絶対0度での)特性は精度良く計算できるが、実際の応用において重要となる有限温度での特性については直接計算することができない。本研究では、第一原理計算と物理系を表すモデルを組み合わせた多階層連結法を開発し、磁気熱量効果材料、ハイエントロピー合金、希土類添加半導体、遷移金属発光中心などの機能性材料について、有限温度での性質や励起状態の特性を理論的に予測してマテリアルデザインに応用できることを示した。

Report

(4 results)
  • 2022 Annual Research Report   Final Research Report ( PDF )
  • 2021 Research-status Report
  • 2020 Research-status Report
  • Research Products

    (40 results)

All 2023 2022 2021 2020

All Journal Article (14 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 14 results,  Open Access: 7 results) Presentation (24 results) (of which Int'l Joint Research: 7 results,  Invited: 1 results) Book (2 results)

  • [Journal Article] First-principles method justifying the Dieke diagram and beyond2023

    • Author(s)
      Suzuki Katsuhiro、Kotani Takao、Sato Kazunori
    • Journal Title

      Physical Review Research

      Volume: 5 Issue: 1 Pages: 013111-013111

    • DOI

      10.1103/physrevresearch.5.013111

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Computational Materials Design of High-Entropy Alloys Based on FPKKR-CPA Calculations and Machine Learning Techniques2023

    • Author(s)
      K. Sato, G. Hayashi, K. Ogushi, S. Okabe, K. Suzuki, T. Terai, T. Fukushima
    • Journal Title

      Mat. Trans.

      Volume: 64

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Direct and inverse magnetocaloric effects in FeRh alloy2022

    • Author(s)
      Tran Hung Ba、Fukushima Tetsuya、Momida Hiroyoshi、Sato Kazunori、Makino Yukihiro、Oguchi Tamio
    • Journal Title

      Journal of Alloys and Compounds

      Volume: 926 Pages: 166718-166718

    • DOI

      10.1016/j.jallcom.2022.166718

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Prediction model of elastic constants of BCC high-entropy alloys based on first-principles calculations and machine learning techniques2022

    • Author(s)
      G. Hayashi, K. Suzuki, T. Terai, H. Fujii, M. Ogura, K. Sato
    • Journal Title

      Sci. Technol. Adv. Mat.: Methods

      Volume: 2 Issue: 1 Pages: 381-391

    • DOI

      10.1080/27660400.2022.2125853

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Effect of magnetocrystalline anisotropy on magnetocaloric properties of an AlFe2B2 compound2022

    • Author(s)
      Tran Hung Ba、Momida Hiroyoshi、Matsushita Yu-ichiro、Sato Kazunori、Makino Yukihiro、Shirai Koun、Oguchi Tamio
    • Journal Title

      Physical Review B

      Volume: 105 Issue: 13 Pages: 134402-134409

    • DOI

      10.1103/physrevb.105.134402

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Nonlinear Extension of the Dynamical Linear Response of Spin: Extended Heisenberg Model2021

    • Author(s)
      Okumura Haruki、Sato Kazunori、Kotani Takao
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: 90 Issue: 9 Pages: 094710-094710

    • DOI

      10.7566/jpsj.90.094710

    • NAID

      210000159257

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] A novel method for generating p-type wide- and ultrawide-bandgap III-nitride by doping with magnetic elements2021

    • Author(s)
      Masago Akira、Shinya Hikari、Fukushima Tetsuya、Sato Kazunori、Katayama-Yoshida Hiroshi
    • Journal Title

      Applied Physics Express

      Volume: 14 Issue: 9 Pages: 091007-091007

    • DOI

      10.35848/1882-0786/ac197f

    • Related Report
      2021 Research-status Report
    • Peer Reviewed
  • [Journal Article] Theoretical prediction of large anisotropic magnetocaloric effect in MnP2021

    • Author(s)
      Tran Hung Ba、Fukushima Tetsuya、Momida Hiroyoshi、Sato Kazunori、Makino Yukihiro、Oguchi Tamio
    • Journal Title

      Computational Materials Science

      Volume: 188 Pages: 110227-110227

    • DOI

      10.1016/j.commatsci.2020.110227

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Tuning structural-transformation temperature toward giant magnetocaloric effect in MnCoGe alloy: A theoretical study2021

    • Author(s)
      Tran Hung Ba、Fukushima Tetsuya、Sato Kazunori、Makino Yukihiro、Oguchi Tamio
    • Journal Title

      Journal of Alloys and Compounds

      Volume: 854 Pages: 157063-157063

    • DOI

      10.1016/j.jallcom.2020.157063

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Electronic Structure and Spin-wave Dispersion of Cu2MnAl, Ni2MnSn, and Pd2MnSn Based on Quasi-particle Self-consistent GW Calculations2020

    • Author(s)
      Okumura Haruki、Sato Kazunori、Suzuki Katsuhiro、Kotani Takao
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: 89 Issue: 3 Pages: 034704-034704

    • DOI

      10.7566/jpsj.89.034704

    • NAID

      210000158027

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] High Curie temperature in Eu-doped GaN caused by volume-compensated Ga-vacancy2020

    • Author(s)
      Masago Akira、Shinya Hikari、Fukushima Tetsuya、Sato Kazunori、Katayama-Yoshida Hiroshi
    • Journal Title

      AIP Advances

      Volume: 10 Issue: 2 Pages: 025216-025216

    • DOI

      10.1063/1.5116054

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Valence states and the magnetism of Eu ions in Eu-doped GaN2020

    • Author(s)
      T.Nunokawa, Y. Fujiwara, Y. Miyata, N. Fujimura, T.Sakurai, H.Ohta, A.Masago, H.Shinya, T. Fukushima, K. Sato, H. Katayama-Yoshida
    • Journal Title

      Journal of Applied Physics

      Volume: 127 Issue: 8 Pages: 083901-083901

    • DOI

      10.1063/1.5135743

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] First-principles calculations of finite temperature electronic structures and transport properties of Heusler alloy Co2MnSi2020

    • Author(s)
      Shinya H.、Kou S.、Fukushima T.、Masago A.、Sato K.、Katayama-Yoshida H.、Akai H.
    • Journal Title

      Applied Physics Letters

      Volume: 117 Issue: 4 Pages: 042402-042402

    • DOI

      10.1063/5.0017862

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Hole-mediated ferromagnetism in a high-magnetic moment material, Gd-doped GaN2020

    • Author(s)
      Masago Akira、Shinya Hikari、Fukushima Tetsuya、Sato Kazunori、Katayama-Yoshida Hiroshi
    • Journal Title

      Journal of Physics: Condensed Matter

      Volume: 32 Issue: 48 Pages: 485803-485803

    • DOI

      10.1088/1361-648x/abac8e

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Presentation] QSGW法による物質中Cr3+の励起状態解析と近赤外蛍光体の探索2023

    • Author(s)
      齋藤悠宇、鈴木雄大、佐藤和則、小谷岳生
    • Organizer
      日本金属学会2023年春期講演大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] QSGW法によるα-Al2O3中遷移金属発光中心の系統的なモデル構築と励起状態の解析2022

    • Author(s)
      齋藤悠宇、鈴木雄大、佐藤和則、小谷岳生
    • Organizer
      日本金属学会2022年秋期講演大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] ハイエントロピー合金中短距離秩序の第一原理シミュレーション2022

    • Author(s)
      大串一真、鈴木雄大、寺井智之、佐藤和則
    • Organizer
      日本金属学会2022年秋期講演大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] QSGW法による希土類f軌道多重項励起の第一原理解析2022

    • Author(s)
      鈴木雄大、佐藤和則、小谷岳生
    • Organizer
      日本金属学会2022年秋期講演大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] The first-principles analysis of Multiplet excitations using QSGW2022

    • Author(s)
      K. Suzuki, K. Sato, T. Kotani
    • Organizer
      International Symposium on Frontiers in Materials Science (FMS2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Systematic QSGW analysis of excited states and model construction of 3d transition metal luminescent centers in alpha-Al2O32022

    • Author(s)
      H. Saito, K. Suzuki, K. Sato, T. Kotani
    • Organizer
      International Symposium on Frontiers in Materials Science (FMS2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Computational materials design of high-entropy alloys based on FPKKR-CPA calculations and machine learning techniques2022

    • Author(s)
      K. Sato, G. Hayashi, K. Ogushi, S. Okabe, K. Suzuki, T. Terai, H. Fujii, M. Ogura
    • Organizer
      International Symposium on Frontiers in Materials Science (FMS2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Systematic QSGW analysis of excited states and model construction of Cr3+ luminescent centers in substances2022

    • Author(s)
      H. Saito, K. Suzuki, K. Sato, T. Kotani
    • Organizer
      第32回日本MRS年次大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Optimization of prediction model for elastic constants of high entropy alloys by using LIDG method2022

    • Author(s)
      Genta Hayashi, Katsuhiro Suzuki, Tomoyuki Terai, Kazunori Sato
    • Organizer
      APS March meeting 2022
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] Theoretical Investigation on the Effect of Transition-Metal Doping on Seebeck Coefficient of SiGe Alloy2022

    • Author(s)
      Tien Quang Nguyen, Ngoc Nam Ho, Katsuhiro Suzuki, Akira Masago, Hikari Shinya, Tetsuya Fukushima, Kazunori Sato
    • Organizer
      APS March meeting 2022
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] Model analysis of multiplet excitation of RE ions using QSGW2022

    • Author(s)
      Katsuhiro Suzuki, Hirofumi Sakakibara, Takao Kotani, Kazunori Sato
    • Organizer
      APS March meeting 2022
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] QSGW法に基づいた局在f軌道の多極子励起解析2022

    • Author(s)
      鈴木雄大、佐藤和則、小谷岳生
    • Organizer
      2022年第69回応用物理学会春季学術講演会
    • Related Report
      2021 Research-status Report
  • [Presentation] QSGW 法に基づく物質中局在 Eu イオンの励起状態解析2021

    • Author(s)
      鈴木雄大、齋藤悠宇、佐藤和則、榊原寛史、小谷岳生
    • Organizer
      日本金属学会秋季講演大会
    • Related Report
      2021 Research-status Report
  • [Presentation] 遺伝的アルゴリズムを用いたハイエントロピー合金の弾性定数予測モデルの最適化2021

    • Author(s)
      林源太、鈴木雄大、藤井将、佐藤和則
    • Organizer
      日本金属学会秋季講演大会
    • Related Report
      2021 Research-status Report
  • [Presentation] 局所磁気モーメント不規則モデルを用いたインバー合金の熱膨張係数の温度依存性の計算2021

    • Author(s)
      岡部修一、鈴木雄大、寺井智之、佐藤和則
    • Organizer
      日本金属学会秋季講演大会
    • Related Report
      2021 Research-status Report
  • [Presentation] QSGW法を用いた物質中遷移金属不純物のモデル構築と励起状態の解析2021

    • Author(s)
      齋藤悠宇、鈴木雄大、佐藤和則、榊原寛史、小谷岳生
    • Organizer
      日本金属学会秋季講演大会
    • Related Report
      2021 Research-status Report
  • [Presentation] QSGW analysis for excited states and model construction of 3d transition metal ions in Al2O32021

    • Author(s)
      H. Saito, K. Suzuki, K. Sato, S. Hirofumi and T. Kotani
    • Organizer
      第31回日本MRS年次大会
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] QSGW法を用いた物質中のEuイオンの励起状態の解析2021

    • Author(s)
      鈴木雄大、佐藤和則、榊原寛史、小谷岳生
    • Organizer
      日本金属学会2021年春期講演大会
    • Related Report
      2020 Research-status Report
  • [Presentation] QSGW法に基づく強磁性金属ホイスラー合金のスピン波計算2020

    • Author(s)
      奥村晴紀、小谷岳生、佐藤和則
    • Organizer
      Spin-RNJ若手オンライン研究会
    • Related Report
      2020 Research-status Report
  • [Presentation] Spin-wave dispersion of Co2Mn1-xFexSi based on the quasi-particle self-consistent GW calculation2020

    • Author(s)
      H. Okumura, K. Sato, K. Suzuki, T. Kotani
    • Organizer
      第25回半導体におけるスピン工学の基礎と応用(Physics and Applications of Spin-related Phenomena in Semiconductors: PASPS25)
    • Related Report
      2020 Research-status Report
  • [Presentation] First-principles approach for finite temperature electronic structures and transport properties of Heusler alloy Co2MnSi2020

    • Author(s)
      H. Shinya, S. Kou, T. Fukushima, A. Masago, K. Sato, H. Katayama-Yoshida, H. Akai
    • Organizer
      第25回半導体におけるスピン工学の基礎と応用(Physics and Applications of Spin-related Phenomena in Semiconductors: PASPS25)
    • Related Report
      2020 Research-status Report
  • [Presentation] QSGW法による岩塩型希土類窒化物の電子状態と磁性2020

    • Author(s)
      佐藤和則
    • Organizer
      スピンと軌道の理論研究会
    • Related Report
      2020 Research-status Report
  • [Presentation] スピンゆらぎ計算2020

    • Author(s)
      奥村晴紀、小谷岳生、佐藤和則
    • Organizer
      スピンと軌道の理論研究会
    • Related Report
      2020 Research-status Report
  • [Presentation] KKRグリーン関数法を用いたホイスラー合金の有限温度における電子状態と伝導特性の計算2020

    • Author(s)
      新屋ひかり、高成柱、福島鉄也、真砂啓、佐藤和則、吉田博、赤井久純
    • Organizer
      スピントロニクス学術研究基盤と連携ネットワーク拠点(Spin-RNJ)シンポジウム
    • Related Report
      2020 Research-status Report
  • [Book] スピントロニクスのための計算機ナノマテリアルデザイン(吉田博編)、半導体スピントロニクス材料のデザイン(第8章)2022

    • Author(s)
      佐藤和則, 真砂啓, 福島鉄也, 新屋ひかり(分担執筆)
    • Total Pages
      308
    • Publisher
      内田老鶴圃
    • ISBN
      9784753622016
    • Related Report
      2022 Annual Research Report
  • [Book] スピントロニクスのための計算機ナノマテリアルデザイン2022

    • Author(s)
      吉田博、白井正文、赤井久純、浜田典昭、小田竜樹、中村浩次、神吉輝夫、佐藤和則、真砂啓、福島鉄也、新屋ひかり、三浦良雄、大戸達彦、阿部英介
    • Total Pages
      308
    • Publisher
      内田老鶴圃
    • ISBN
      9784753622016
    • Related Report
      2021 Research-status Report

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Published: 2020-04-28   Modified: 2024-01-30  

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