Rchr
J-GLOBAL ID:201701001573058442
Update date: Feb. 12, 2024
Ohzeki Masayuki
オオゼキ マサユキ | Ohzeki Masayuki
Affiliation and department:
Job title:
Associate Professor
Homepage URL (2):
http://db.tohoku.ac.jp/whois/detail/9263476a41921489927e2f215323199b.html
,
http://db.tohoku.ac.jp/whois/e_detail/9263476a41921489927e2f215323199b.html
Research field (1):
Mathematical physics and basic theory
Research keywords (3):
機械学習
, 量子力学
, 統計力学、量子力学、機械学習
Research theme for competitive and other funds (13):
- 2023 - 2026 Development of Robust Quantum Error Correction by Continuous-Time Quantum Feedback Control
- 2020 - 2023 Development of theory and technology for quantum error correction based on quantum control theory
- 2019 - 2023 Quantum-Annealing Assisted Innovative Material Informatics Infrastructure
- 2017 - 2022 Material Function Estimation Based on Real Space Observation
- 2018 - 2021 Creation of design theory of quantum statistical machine learning system and its realization
- 2018 - 2021 Realization of first-principles calculations of magnetism and superconductivity by compression of high-dimensional data
- 2016 - 2019 Innovative machine learning algorithm driven by violation of detailed balance condition
- 2016 - 2019 Fusion of Control/Quantum/Information Theories for Quantum Control Technology
- 2013 - 2018 Approach to sparse modeling based on compressed sensing
- 2015 - 2018 New era driven by quantum annealing for machine learning and computation
- 2014 - 2017 Statistical mechanics study for prime factorization
- 2012 - 2015 Statistical mechanics and Information processing for optimization and control by nonequilibrium relation
- 2008 - 2012 Precise determination of the multicritical point by renormalization group and duality analysis
Show all
Papers (63):
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Manaka Okuyama, Kentaro Ohki, Masayuki Ohzeki. Threshold theorem in isolated quantum dynamics with stochastic control errors. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences. 2022. 381. 20210412
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Takehito Sato, Masayuki Ohzeki, Kazuyuki Tanaka. Assessment of image generation by quantum annealer. Scientific Reports. 2021. 11. 1
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Shunta Arai, Masayuki Ohzeki, Kazuyuki Tanaka. Teacher-Student Learning for a Binary Perceptron with Quantum Fluctuations. Journal of the Physical Society of Japan. 2021. 90. 7. 074002-074002
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Shunta Arai, Masayuki Ohzeki, Kazuyuki Tanaka. Mean field analysis of reverse annealing for code-division multiple-access multiuser detection. Physical Review Research. 2021. 3. 3
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Ami S. Koshikawa, Masayuki Ohzeki, Tadashi Kadowaki, Kazuyuki Tanaka. Benchmark Test of Black-box Optimization Using D-Wave Quantum Annealer. Journal of the Physical Society of Japan. 2021. 90. 6. 064001-064001
more...
MISC (45):
Books (7):
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量子アニーリングの基礎
共立出版 2018 ISBN:9784320035386
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ベイズ推定入門 -モデル選択からベイズ的最適化まで-
オーム社 2018 ISBN:9784274221392
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先生、それって「量子」の仕業ですか?
小学館 2017 ISBN:9784093885157
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量子コンピュータが人工知能を加速する
日経BP 2016 ISBN:9784822251895
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機械学習入門 ボルツマン機械学習から深層学習まで
オーム社 2016 ISBN:9784274219986
more...
Lectures and oral presentations (35):
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多体グリーン関数の自然な疎表現と計算物理学への応用
(日本物理学会第73回年次大会 2018)
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中性子散乱におけるスパースモデリングの応用
(日本物理学会第73回年次大会 2018)
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量子速度限界の古典対応物
(日本物理学会第73回年次大会 2018)
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詳細つりあいを破ったMetropolis法の拡張
(日本物理学会第73回年次大会 2018)
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Steady-state distributions of network of degenerate optical parametric oscillators
(Quantum Machine Learning & Biomimetic Quantum Technologies 2018)
more...
Professional career (1):
- 博士(理学) (Tokyo Institute of Technology)
Awards (1):
- 2016/04/12 - 文部科学省 平成28年度文部科学大臣表彰若手科学者賞 量子情報理論を拓く有限次元スピングラス理論に関する研究
Association Membership(s) (1):
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