Research Keywords 【 display / non-display

  • Quantum Computing, Quantum Many-body Systems, Statistical Physics

Research Pursuits 【 display / non-display

  • My research interests cover a wide range of topics using methods of quantum mechanics and statistical physics. In recent years, I have been studying efficient computational methods using quantum computing. Our approach ranges from fundamental research on quantum many-body systems to practical applications of quantum computing techniques, and my reseach group explores the possibilities of quantum computing technology.

Educational Pursuits 【 display / non-display

  • (undergraduate) Numerical Computation, Exercise of Numerical Computation, Linear Algebra
    (graduate) Advanced Numerical Method, Seminar on Numerical Analysis, Advanced Quantum Computing, Seminar on Quantum Computing

Future Research Plans, Research Prospects, and Joint Research Potential 【 display / non-display

  • Quantum computing is attracting attention as the foundation of next-generation information processing technology. We will contribute to the development of computer science by studying methods using quantum and quantum-inspired computers.

Academic 【 display / non-display

  • Ochanomizu University, Faculty of Science, Department of Physics, University, 卒業, Japan

  • Ochanomizu University, Graduate School of Humanities and Sciences, Graduate School(Master's Course), 修了, Japan

  • Ochanomizu University, Graduate School of Humanities and Sciences, Graduate School(Doctor's Course), 修了, Japan

Degree 【 display / non-display

  • 学士(理学), お茶の水女子大学

  • 修士(理学), お茶の水女子大学大学院

  • Ph.D. in Physics, Ochanomizu University

Campus Career 【 display / non-display

  • Faculty of Core Research Natural Sciences Division, Professor, 2024.04 -

  • Faculty of Science Information Sciences, Professor, 2024.04 -

  • Graduate School of Humanities and Sciences, Education Organization, Master's Program Advanced Sciences, Professor, 2024.04 -

  • Graduate School of Humanities and Sciences, Education Organization, Doctral Program Advanced Sciences, Professor, 2024.04 -

  • Headquarters for Research and Innovation, Research Advancement Division, Education and Research Department Center for Soft Matter Physics, 2012.04 -

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External Career 【 display / non-display

  • Osaka City University, Postdoctoral Fellow, 2005.04 - 2008.01

  • University College London Department of Physics and Astronomy, Long-term visitor, 2007.05 - 2007.11

  • Tohoku University Graduate School of Information Sciences, Associate Professor, 2020.10 - 2024.03

  • Tohoku University Graduate School of Information Sciences, Professor, 2024.04 -

Research Field 【 display / non-display

  • Natural Science / Natural Science / Biophysics, chemical physics and soft matter physics

  • Natural Science / Natural Science / Semiconductors, optical properties of condensed matter and atomic physics

  • Natural Science / Natural Science / Mathematical physics and fundamental theory of condensed matter physics

  • Informatics / Informatics / Computational science

 

Books 【 display / non-display

  • 基礎から学ぶ 量子コンピューティング 〜イジングマシンのしくみを中心に〜

    オーム社2023.06, 工藤和恵, Scholarly book

  • 自己組織化ハンドブック

    量子カオス, エヌ・ティー・エス, 2009.11, 中村 勝弘・工藤 和恵, 国武 豊喜, Dictionary, encyclopedia

Papers 【 display / non-display

  • Quantum autoencoders for image classification

    Quantum Machine Intelligence, Springer Nature, , vol.7(p.71 - ), 2025.07, Hinako Asaoka, Kazue Kudo, Original, Research paper (scientific journal), Coauthor

  • Collaborative filtering based on nonnegative/binary matrix factorization

    Frontiers in BigData, , vol.8(p.1599704 - ), 2025.07, Yukino Terui, Yuka Inoue, Yohei Hamakawa, Kosuke Tatsumura, Kazue Kudo, Original, Research paper (scientific journal), Coauthor

  • Observation of Localization Using a Noisy Quantum Computer

    Journal of the Physical Society of Japan , , vol.93(2)(p.024002 - ), 2024.01, Kazue Kudo, Original, Research paper (scientific journal), Single Author

  • Compressed sensing based on QUBO formulation

    Journal of Physics: Conference Series, , vol.2207(p.012033 - ), 2022.03, Kazue Kudo, Original, Research paper (international conference proceedings), Single Author

  • Pattern Formation Simulated by an Ising Machine

    Journal of the Physical Society of Japan, , vol.90(2)(p.025004 - ), 2021.02, Kanon Mukai, Kazue Kudo, Original, Research paper (scientific journal), Coauthor

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Published Article 【 display / non-display

  • 位相的データ分析法による材料構造形成過程の分析

    スマートプロセス学会誌, vol.10(3)(p.108 - 119), 2021.05, 本武 陽一, 水牧 仁一朗, 工藤 和恵, 福水 健次, Survey, Coauthor, Except for reviews, Article, review, commentary, editorial, etc. (scientific journal)

  • 塗料の乾燥過程におけるシワ形成の数理モデル

    色材協会誌, vol.91(10)(p.327 - 331), 2018.10, 工藤 和恵・下川 倫子, Letters, Capital Author, Accepted, Article, review, commentary, editorial, etc. (scientific journal)

  • 学会プログラム編成の半自動化を反強磁性ポッツ模型で実現

    日本物理学会誌, vol.73(4)(p.227 - 229), 2018.04, 工藤 和恵, Letters, Single Author, Accepted, Article, review, commentary, editorial, etc. (scientific journal)

  • 1次元量子系と振動

    数理科学, vol.594(p.37 - 42), 2012.12, 工藤 和恵, Survey, Single Author, Except for reviews, Article, review, commentary, editorial, etc. (scientific journal)

Presentations 【 display / non-display

  • Annealing-based approach to solving differential equations

    Kazue Kudo, International, Poster presentation, 2025.07, 2025/07/142025/07/18, The 29th International Conference on Statistical Physics (StatPhys29), Florence (Italy), Not Invited, Main Speakerhttps://statphys29.org/

  • 量子オートエンコーダによる画像分類−古典機械学習手法との比較結果について

    朝岡日向子・工藤和恵, Domestic, Oral presentation (general), 2025.06, 2025/06/262025/06/27, 第15回量子ソフトウェア研究発表会, 東京, Not Invited, Coauthorhttps://www.ipsj.or.jp/kenkyukai/event/qs15.html

  • QKPに対する拡張イジングマシンの求解性能

    秋島遥, 田村泰孝, 工藤和恵, Domestic, Oral presentation (general), 2025.03, 2025/03/172025/03/19, 第198回HPC・第14回QS合同研究発表会, 札幌市, Not Invited, Coauthorhttps://www.ipsj.or.jp/kenkyukai/event/hpc198qs14.html

  • 整数変数拡張イジングマシンによるサンプリング

    藤元彩花, 田村泰孝, 工藤和恵, Domestic, Oral presentation (general), 2025.03, 2025/03/132025/03/15, 情報処理学会 第87回全国大会, 大阪府茨木市, Not Invited, Coauthor

  • イジングマシンを用いた献立推薦アプリケーションの開発

    秋島遥, 藤元彩花, 井上優風, 工藤和恵, Domestic, Oral presentation (general), 2025.03, 2025/03/132025/03/15, 情報処理学会 第87回全国大会, 大阪府茨木市, Not Invited, Coauthor

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Receipt of outside funds (Education, Research, Contribution to Society and industry-academia[government] collaboration) 【 display / non-display

  • Grant-in-Aid for Scientific Research(C)2021, 600,000yen

  • Grant-in-Aid for Scientific Research(C)2020, 600,000yen

  • Grant-in-Aid for Scientific Research(C)2018, 500,000yen

  • 新学術領域研究(研究領域提案型)2015, 500,000yen

  • 新学術領域研究(研究領域提案型)2014, 900,000yen

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Open lectures; lectures, courses, and seminars; guest lectures; etc. 【 display / non-display

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