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発表

国際学会

口頭発表

  1. Speed limit for information acquisition
    Shuta Kobayashi, Andreas Dechant
    Workshop on Non-Equilibrium Physics of Non-Conservative Forces 2026, 2026-09 · Universität Stuttgart, Stuttgart, Germany

ポスター発表

  1. Deep Reinforcement Learning for Feedback Cooling
    Shuta Kobayashi, Andreas Dechant
    Kyoto Workshop on Quantum Thermodynamics and Stochastic Thermodynamics 2025, 2025-12 · YITP, Kyoto University, Japan
  2. The demon in machine learning for feedback cooling
    Shuta Kobayashi, Andreas Dechant
    29th International Conference on Statistical Physics, 2025-07 · Firenze, Italy

国内学会

口頭発表

  1. 確率的勾配降下法におけるFisher情報流の速度限界
    小林秀太, Dechant Andreas
    81th Annual Meeting of JPS, 2026 · The University of Tokyo, Komaba, Tokyo
  2. フィードバック冷却における精度とコスト
    Dechant Andreas, Hüpfl Jakob, 小林秀太, , and 2 more authors
    80th Annual Meeting of JPS, 2025-09 · Hiroshima University, Higashihiroshima, Hiroshima
  3. フィードバック冷却における精度とコスト
    Dechant Andreas, Hüpfl Jakob, 小林秀太, , and 2 more authors
    70th Condensed Matter Physics Summer School, 2025-08 · Shirahamaso, Shiga
  4. フィードバック冷却における機械学習の中の悪魔
    小林秀太, Dechant Andreas
    Spring Meeting 2025 of JPS, 2025-03 · online

ポスター発表

  1. 確率的勾配降下法におけるFisher情報流の速度限界
    小林秀太, Dechant Andreas
    The 29th Information-Based Induction Sciences Workshop, 2026-10 · Sonic City, Omiya, Saitama
  2. 確率論的学習ダイナミクスにおける情報獲得の速度限界
    小林秀太, Dechant Andreas
    2nd Area Meeting on Dynamic Materials Science, 2026-10 · Hotel Seikei, Yamanakako, Shizuoka
  3. Electrostatic Feedback Cooling in Multi-Particle Charged Systems via Deep Reinforcement Learning
    Shuta Kobayashi, Andreas Dechant
    1st Area Meeting on Dynamic Materials Science, 2026-04 · The University of Tokyo, Asano, Tokyo
  4. フィードバック冷却における機械学習の中の悪魔
    小林秀太, Dechant Andreas
    70th Condensed Matter Physics Summer School, 2025-08 · Shirahamaso, Shiga