論文 - 佐藤　孝洋

1. Data-driven Topology Optimization with Warm Starting CMA-ES for Constraint Optimization in Rotating Machines

   Yuki Hidaka, Takahiro Sato, Kengo Sugahara，IEEE Access ，14巻，(頁 27435 ～ 27443)，2026年02月

   

2. A Data-driven Parameter-Topology Hybrid Optimization of Permanent Magnet Motors Based on Deep Reinforcement Learning

   Takahiro Sato，IEEE Transactions on Magnetics ，2025年12月

   

3. A Coupled Analysis of Nonlinear Vibration Energy Harvester Based on Predictor-Corrector Approach

   Takahiro Sato，IEEJ Journal of Industry Applications，14巻，6号，(頁 789 ～ 795)，2025年11月

   

4. An Optimization Method for Coil Design Problems Based on Physarum Solver and Evolutionary Computation

   Takahiro Sato, Kengo Sugahara, Yuki Hidaka，IEEJ Transactions on Electrical and Electronic Engineering，21巻，2号，(頁 161 ～ 166)，2025年07月

   

5. 非線形磁気特性を考慮した量子アニーリングによる電気機器のトポロジー最適化

   日高 勇気, 佐藤 孝洋, 菅原 賢悟，電気学会論文誌Ｄ（産業応用部門誌），145巻，6号，(頁 495 ～ 503)，2025年06月

   

6. An Evolutional Topology Optimization Method Based on Kernel Level Set Function

   Takahiro Sato, Kota Watanabe, Hajime Igarashi，IEEE Access ，13巻，(頁 47181 ～ 47200)，2025年03月

   

7. Numerical simulation of wave energy converter based on stochastic resonance and variable magnetization

   Takahiro Sato，International Journal of Applied Electromagnetics and Mechanics，78巻，1-3号，(頁 90 ～ 95)，2025年03月

   

8. Prediction of Motor Characteristic Maps via Deep Operator Networks for Topology Optimization

   Hidenori Sasaki, Kazuhisa Iwata, Takahiro Sato, Yuki Sato，IEEE Transactions on Magnetics，60巻，12号，Article Number:8206205，2024年10月

   

9. A Topology Optimization of Electromagnetic Devices Based on Kernel Ridge Regression as a Variant of Gaussian Network-based Shape Representation

   Takahiro Sato, Kota Watanabe, Hajime Igarashi，IEEE Transactions on Magnetics，60巻，12号，Article Number:7201805，2024年08月

   

10. An inerter-integrated wave energy converter for vibration mitigation of offshore floating buoys and its experimental validation

    Kenji Yoshimizu, Takahiro Sato, Takehiko Asai, Urara Watanabe, Shota Tsukamoto, Yudai Nemoto, Yoshihiro Taniyama，Ocean Engineering，303巻，1号，Article Number:117789，2024年04月

    

11. A topology optimization of on-chip planar inductor based on evolutional on/off method and CMA-ES

    Takahiro Sato, Kota Watanabe，COMPEL - The international journal for computation and mathematics in electrical and electronic engineering，43巻，4号，(頁 920 ～ 931)，2024年04月

    

12. A Data-Driven Automatic Design of Induction Motors Based on Tree Search and Reinforcement Learning Considering Multiple Objectives

    Takahiro Sato, Kota Watanabe，IEEE Transactions on Magnetics，60巻，3号，Article Number:8201204，2023年09月

    

13. Topology optimization and parameter optimization hybridized by mesh smoothing for IPMSM design

    Zhen Sun, Takahiro Sato, Kota Watanabe，COMPEL - The international journal for computation and mathematics in electrical and electronic engineering，42巻，5号，(頁 1131 ～ 1145)，2023年08月

    

14. Topology Optimization of a Switched Reluctance Machine by Electromagnetic-Structural Multiphysics Finite Element Analysis

    Zhen Sun, Hiroto Otsuki, Takahiro Sato, Kota Watanabe，IEEE Transactions on Magnetics，60巻，3号，Article Number:8100205，2023年08月

    

15. Topology Optimization of Motor Stator to Reduce Vibration

    Hiroto Otsuki, Kota Watanabe, Takahiro Sato，Journal of Advanced Simulation in Science and Engineering，10巻，1号，(頁 73 ～ 82)，2023年04月

    

16. An Evolutional Topology Optimization of Electric Machines for Local Shape Modification and Visualization of Sensitivity Distribution Based on CMA-ES

    Takahiro Sato,Kota Watanabe，IEEJ Transactions on Electrical and Electronic Engineering，18巻，2号，(頁 286 ～ 293)，2023年02月

    

17. An Efficient Combination of Topology Optimization and Parameter Optimization for Electromagnetic Devices

    Z.SUN, T.Sato, K.Wata，International Journal of Applied Electromagnetics and Mechanics，2022年12月

    

18. Electromagnetic Field Analysis of the End Region of a Large Rotating Machine using Nonconforming Mesh Connection

    Masafumi Fujita, Takahiro Sato, Norio Takahashi, Masashi Kobayashi, Ken Nagakura, Hideyuki Nakamura, Hiroyuki Kaimori，IEEJ Journal of Industry Applications，11巻，1号，(頁 191 ～ 197)，2022年01月

    

19. A Data-Driven Automatic Design Method for Electric Machines Based on Reinforcement Learning and Evolutionary Optimization

    Takahiro Sato, Masafumi Fujita，IEEE Access，9巻，(頁 71284 ～ 71294)，2021年05月

    

20. Transient Characteristic Analysis of Turbine Generator Based on Separated Partial Finite Element Model

    Takahiro Sato, Norio Takahashi, Masafumi Fujita, Ken Nagakura, Masashi Kobayashi, Hideyuki Nakamura，IEEE Transactions on Magnetics，57巻，4号，(頁 1 ～ 8)，Article Number:8202908，2021年02月