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学会発表

プロジェクトマネジメント関連の成果

  • 小槻峻司, 天気予報の仕組みと気象制御研究, 千葉市科学館「大人が楽しむ科学教室2023」, Nov.11, 2023.
  • Kotsuki,S., Exploring weather control technology to steer the atmosphere towards favorable directions, 9th International Symposium on Data Assimilation, Oct.16-20, 2023.
  • 小槻峻司, 安永数明, 気象制御実現への挑戦, 日本科学振興協会年次大会2023「会いに行ける科学者フェス」, Oct.8, 2023.
  • 塩尻大也, 小槻峻司, 集中豪雨被害から解放される未来へ向けた気象制御研究, 日本科学振興協会年次大会2023「会いに行ける科学者フェス」, Oct.7-13, 2023.
  • 小槻峻司, Quantifying Weather Controllability and Mitigatable Flood Damage Based on Ensemble Weather Forecast, 10th International Congress on Industrial and Applied Mathematics (ICIAM) 2023, Aug.23, 2023.
  • 小槻峻司: A World Beyond Predictions: 気象制御実現への挑戦, 災害治療学研究所第2回ワークショップ, Mar. 1, 2023.
  • 小槻峻司: A World Beyond Predictions: 気象制御実現への挑戦, 第25回環境リモートセンシングシンポジウム, Feb. 16, 2023.
  • 小槻峻司: 数理構造を活用した気象制御研究への展開, さきがけ「数理構造活用」第７回領域会議, Feb. 11, 2023.
  • 小槻峻司: 気象制御に向けた制御容易性・被害低減効果の定量化研究, 防災学術連携体 特別シンポジウム「自然災害を取り巻く環境の変化」, Oct. 22, 2022.
  • 小槻峻司: A World Beyond Predictions:気象制御実現への挑戦, 千葉大学/株式会社リコー包括連携第２回包括連携協議会（講演会）, Oct. 5, 2022.
  • 小槻峻司, Ouyang, Mao, 岡崎淳史, 徳田慶太, 小林亮太, 小蔵正輝, 薄良彦, 井元佑介, 山田進二: 気象制御の実現に向けた制御容易性・被害低減効果の定量化に関する初期検討, 水文・水資源学会/日本水文科学会　2022年度研究発表会, Sep. 4-7, 2022.

科学的成果

  • Kotsuki,S. and Ouyang,M., Data assimilation and data-driven sparse sensing placement method for designing better observation location for NWP, 9th International Symposium on Data Assimilation, Oct.16-20, 2023.
  • Kawasaki,F., Kotsuki,S. and Ouyang,M., Leading the Lorenz system toward the prescribed regime by model predictive control combined with data assimilation, 9th International Symposium on Data Assimilation, Oct.16-20, 2023.
  • Kawasaki,F., Kotsuki,S. and Ohashi,M., Solving Data Assimilation on Quantum Annealing Machines, 9th International Symposium on Data Assimilation, Oct.16-20, 2023.
  • Ouyang,M. and Kotsuki,S., A hybrid data assimilation with reservoir computing to advance the control simulation experiment, 9th International Symposium on Data Assimilation, Oct.16-20, 2023.
  • Ouyang,M. and Kotsuki,S., Implementing local ensemble transform Kalman filter to reservoir computing for improving weather forecast, International Congress on Industrial and Applied Mathematics 2023, Aug.20-25, 2023.
  • Kotsuki,S., Quantifying Weather Controllability and Mitigatable Flood Damage Based on Ensemble Weather Forecast, Asia Oceania Geosciences Society (AOGS) 2023 20th Annual Meeting, Jul.30-Aug.04, 2023.
  • Ouyang,M. and Kotsuki,S., Adaptively select additional observations based on sparse sensor placement to improve numerical weather prediction, MS 8 Cross-Project Workshop #1, Jul.10-11, 2023.
  • Oettli,P. and Kotsuki,S., An Objective Detection of Separation Scenario in Tropical Cyclone Trajectories Based on Ensemble Weather Forecast Data, MS 8 Cross-Project Workshop #1, Jul.10-11, 2023.
  • 塩尻大也, 川上英良, 小槻峻司, Introducing data-driven sparse sensor placement to determine rain gauge locations, MS 8 Cross-Project Workshop #1, Jul.10-11, 2023.
  • Kotsuki, S.,: Quantifying Weather Controllability and Mitigatable Flood Damage Based on Ensemble Weather Forecast, Japan Geosciences Union (JpGU) Meeting 2023, May.21-26, 2023.
  • Aizawa, J., Ogura, M., Shimono, M., Wakamiya, N.: Temporal Deep Unfolding-based MPC for Controlling Firing Patterns of Neuronal Network, NCSP'23, Mar.1,2023.
  • Aizawa, J., Ogura, M., Shimono, M. and Wakamiya, N.: Temporal Deep Unfolding-based MPC for Controlling Firing Patterns of Neuronal Network, 2023 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing, Feb. 28 - Mar. 3, 2023. (Mar 4, Hawaii, Oral)
  • 河﨑文俊, 小槻峻司, Mao OUYANG: モデル予測制御によるLorenzモデルの制御実験, 第13回データ同化ワークショップ, Feb. 16, 2023. (Feb 16, 理化学研究所計算科学研究センター, Poster)
  • 大瀧貴也, 小槻峻司: リザバーコンピューティングを用いたハイブリッドアンサンブルデータ同化手法の改善, 第13回データ同化ワークショップ, Feb. 16, 2023. (Feb. 16, 理化学研究所計算科学研究センター, Poster)
  • Li, A., Ogura, M. and Wakamiya, N. : Proposal of a bearing-only shepherding algorithm with limited sensing capabilities, AROB-ISBC-SWARM 2023, Jan. 25-27, 2023. (Jan. 27, Beppu, Oral)
  • Deng, Y., Ogura, M., Li, A., and Wakamiya, N.: Shepherding algorithm for separating a single agent from swarm, 第35回自律分散システム・シンポジウム, Jan. 22-23, 2023. (Jan. 22, 大阪工業大学OIT梅田タワー, Oral)
  • Ouyang, M., Tokuda, K., and Kotsuki, S.: Understanding control system experiment with covariant Lyapunov, singular, and bred vectors in Lorenz’s three variable model, AMS 103rd Annual Meeting, Jan. 8-12, 2023. (Jan. 10, Online, Oral).
  • Kotsuki, S. and Ouyang, M.: Optimizing mobile observing placements for numerical weather prediction: Idealized experiments with a simplified AGCM, AOGS 2022, Aug. 1-5, 2022. (Aug. 3, Online, Oral/Invited).

論文

  • Kotsuki, S. and Kawasaki, F.: Leading the Lorenz-63 system toward the prescribed regime by model predictive control coupled with data assimilation, Nonlin, Processes Geophys., (in press), 2024.
  • Kotsuki, S., Kawasaki, F., and Ohashi, M.: Quantum Data Assimilation: A New Approach to Solve Data Assimilation on Quantum Annealers, Nonlin, Processes Geophy. Lett., (in press), 2024.
  • Aizawa, J., Ogura, M., Shimono, M., Wakamiya, N., Temporal deep unfolding-based MPC for controlling firing patterns of neuronal network, in 2023 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing, , 2023.
  • 関 令法, 塩尻大也, 小槻峻司, 日本の降水量の次元圧縮を対象とした特異値分解と非負値行列因子展開の比較, AI・データサイエンス論文集(土木学会), 4(3), 772-778, 2023.
  • 白石健太, 武藤裕花, 小槻峻司, 深層学習に基づく超解像技術を用いた 降水量データの高解像度化に関する研究, AI・データサイエンス論文集(土木学会), 4(3), 515-521, 2023.
  • Ogura, M. and Wakamiya, N. : Reduced-order model predictive control of a fish schooling model, Nonlinear Analysis: Hybrid Systems 49, 101342, Aug. 2023.
  • Ouyang, M., Tokuda, K., and Kotsuki, S.: Reducing manipulations in control simulation experiment based on instability vectors with Lorenz-63 model, Nonlinear Processes in Geophysics, 30(2), 183-193, 2023.
  • Li, A., Ogura, M. and Wakamiya, N., Proposal of a bearing-only shepherding algorithm with limited sensing capabilities, AROB-ISBC-SWARM 2023, GS34-1, Jun.2023.
  • Ogura, M. and Martin, C. F., Mean Escape Time of Switched Riccati Differential Equations, Journal of the Franklin Institute 360, 6827–6845, 2023.
  • Matsuki, A., Kori, H., and Kobayashi, R. : An extended Hilbert transform method for reconstructing the phase from an oscillatory signal, scientific reports 13, 3535, Mar. 2023.

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