Hokkaido University · Graduate School of Information Science and Technology / Faculty of Information Science and Technology · 准教授

Research keywordsrandom language models・collective motion・stock market dynamics・information geometry・quantum optimization

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• Berezinskii-Kosterlitz-Thouless transition in a context-sensitive random language model2026 · Physical Review E, 2026年01月21日
• Vicsek Model Meets DBSCAN: Cluster Phases in the Vicsek Model2025 · Journal of the Physical Society of Japan, 94, 8, Physical Society of Japan, 2025年08月15日,
• Emergent invariance and scaling properties in the collective return dynamics of a stock market2024 · PLOS ONE, 19, 2, e0298789, e0298789, Public Library of Science (PLoS), 2024年02月23日
• Information geometric bound on general chemical reaction networks2024 · Physical Review E, 109, 4, American Physical Society (APS), 2024年04月11日

• 化学反応系の情報幾何的解析と機械学習への応用
• 機械学習アルゴリズムの量子統計力学的な拡張とその性質の解明

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