Yuno Tsuyoshi

Affiliation and department：
Job title： Associate Professor
Homepage URL (2)： http://cig.ees.kyushu-u.ac.jp/~yuno/indexjp.html , http://cig.ees.kyushu-u.ac.jp/~yuno/index.html

Research field (3)： Control and systems engineering , Applied mathematics and statistics , Intelligent informatics

Research keywords (9)： Control theory , Control applications , Nonlinear systems , Algebraic methods , Nonlinear model predictive control , Automotive control , Automated driving , Mechatronic systems , Neural networks

Research theme for competitive and other funds (8)：

2025 - 2029 真なる省燃費自動運転を実現するモデル予測制御の定式化への帰納的手法の導入
2025 - 2025 記号計算の高速化と産業課題解決への応用3
2024 - 2024 Speeding up of symbolic computation and its application to solving industrial problems 2
2023 - 2023 Speeding Up of Symbolic Computation and Its Application to Solving Industrial Problems
2021 - 2023 真なる省燃費自動運転を実現するモデル予測制御の定式化

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Papers (12)：

Wenjing Cao, Rintaro Goto, Tsuyoshi Yuno, Taketoshi Kawabe, Masakazu Mukai. Energy Management Method Optimizing Engine Ignition on/off Timing and Operating Points of Powertrain Components for Series Hybrid Electric Vehicle. IEEJ Journal of Industry Applications. 2025. 14. 3. 366-375
Tsuyoshi Yuno, Kazuma Fukuchi, Yoshio Ebihara. Construction and Input-to-Output Characteristics Evaluation of Compressed Model of Recurrent Neural Networks for their Stability Analysis. Transactions of the Society of Instrument and Control Engineers. 2025. 61. 3. 104-114
Tsuyoshi Yuno, Kazuma Fukuchi, Yoshio Ebihara. A Lyapunov-Based Method of Reducing Activation Functions of Recurrent Neural Networks for Stability Analysis. IEEE Control Systems Letters. 2024. 8. 1102-1107
Tsuyoshi Yuno, Wenjing Cao, Koki Yasuda, Yangfan Dai, Takanobu Sawada, Taketoshi Kawabe. Nonlinear model-predictive driving control of ICE vehicles equipped with CVTs via relaxation of switching behaviours. SICE Journal of Control, Measurement, and System Integration. 2023. 16. 1. 387-399
Shinsaku Yoshinaka, Satoru Narisawa, Tsuyoshi Yuno, Wenjing Cao, Masakazu Mukai, Taketoshi Kawabe. Model predictive eco-driving control of internal-combustion-engine vehicles equipped with CVTs in car-following scenarios. SICE Journal of Control, Measurement, and System Integration. 2023. 16. 1. 109-116

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Lectures and oral presentations (95)：

A Study on Model Compression for Stability Analysis of Discrete-Time Recurrent Neural Networks
(SICE International Symposium on Control Systems 2026 2026)
Numerical Comparison of Cost Functionals for Model-Predictive Eco-Driving Control of Vehicles
(SICE International Symposium on Control Systems 2026 2026)
Detecting Destabilizing Nonlinearities in Absolute Stability Analysis with Static O'Shea-Zames-Falb Multipliers
(64th IEEE Conference on Decision and Control 2025)
重み行列のスケーリングによる安定性を保証した再帰型ニューラルネットワークの学習方法
(第68回自動制御連合講演会 2025)
離散時間非線形フィードバックシステムの絶対安定性反証に関する一考察:周期軌道を生成する不安定化非線形作用素の抽出
(第68回自動制御連合講演会 2025)

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Education (3)：

2010 - 2015 Osaka University Graduate School of Engineering Science
2008 - 2010 Kumamoto University Faculty of Engineering Department of Mechanical System Engineering
2003 - 2008 Yatsushiro National College of Technology

Professional career (1)：

Ph.D. (in Engineering) (Osaka University)

Work history (3)：

2026/04 - 現在 Okayama University Faculty of Environmental, Life, Natural Science and Technology Associate Professor
2015/04 - 2026/03 Kyushu University Faculty of Information Science and Electrical Engineering Department of Electrical Engineering Assistant Professor
2014/04 - 2015/03 Japan Society for the Promotion of Science Research Fellow (DC2)

Committee career (6)：

2021/01 - 2022/12 Kyushu Branch of the Society of Instrument and Control Engineers treasurer
2019/01 - 2021/12 計測自動制御学会制御部門真なるダイナミクスの追求による次世代システム制御理論調査研究委員会委員
2020/09 - International Federation of Automatic Control Member of IFAC Technical Committee 7.4 Transportation Systems
2019/01 - 2019/12 計測自動制御学会制御部門制御理論部会幹事
2018/01 - 2018/12 計測自動制御学会制御部門制御理論部会委員

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Association Membership(s) (4)：

Society of Automotive Engineers of Japan , IEEE Control Systems Society , Society of Instrument and Control Engineers , IEEE

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