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Sato Takahiro
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Research field 【 display / non-display 】
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Manufacturing Technology (Mechanical Engineering, Electrical and Electronic Engineering, Chemical Engineering) / Power engineering
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Informatics / Computational science
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Informatics / High performance computing
Keywords for Research Field 【 display / non-display 】
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energy harvesting
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Electromagnetic simulation
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evolutionary algorithms
Graduate school・Graduate course, etc. 【 display / non-display 】
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Hokkaido University
2015.03,Doctor's Course,Graduate School, Division of Information Science,システム情報科学,Completed,Japan
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Hokkaido University
2012.03,Master's Course,Graduate School, Division of Information Science,システム情報科学,Completed,Japan
Graduate school・major, etc. 【 display / non-display 】
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Hokkaido University
2010.03,Faculty of Engineering,情報エレクトロニクス学科,Graduate,Japan
Degree 【 display / non-display 】
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博士(情報科学)
A Study on Design Optimization of Electric Devices and Machines Based on Electromagnetic Field Analysis
Career 【 display / non-display 】
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東芝エネルギーシステムズ株式会社 主務
2018.10.01 ~ 2022.01.31
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株式会社東芝
2015.04.01 ~ 2018.09.30
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日本学術振興会 特別研究員DC2
2014.04.01 ~ 2015.03.31
Academic prize 【 display / non-display 】
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電気学会 静止器技術委員会 優秀奨励賞
2013.02,電気学会
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CEFC2014 Best Paper Prize
2014.05,IEEE
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平成26年度電気情報関係学会北海道支部大会 優秀発表賞
2014.10,電気学会 北海道支部
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パワーアカデミー萌芽研究優秀賞
2015.03,パワーアカデミー
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第72回電気学術振興賞(論文賞)
2016.04,電気学会
Papers 【 display / non-display 】
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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,vol.303,(1),Article Number:117789,2024.04
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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,2024.04
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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,vol.60,(3),Article Number:8201204,2023.09
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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,vol.42,(5),(p.1131 ~ 1145),2023.08
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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,vol.60,(3),Article Number:8100205,2023.08
International conference proceedings 【 display / non-display 】
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A Fast Physics-informed Neural Network Based on Extreme Learning Machine for Solving Magnetostatic Problems
Takahiro Sato, Hidenori Sasaki, Yuki Sato,2023 24th International Conference on the Computation of Electromagnetic Fields,Article Number:9798350301052,2024.01,京都
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A Topology Optimization of Hydroelectric Generator Using Covariance Matrix Adaptation Evolution Strategy
Takahiro Sato, Masafumi Fujita, Masashi Okubo, Hiroaki Ishizuka,2020 23rd International Conference on Electrical Machines and Systems (ICEMS),2020.11
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A Bistable Vibration Energy Harvester with Closed Magnetic Circuit
Takahiro Sato, Takeshi Sugisawa, Hajime Igarashi,Journal of Physics: Conference Series,vol.557,Article Number:012081,2014.12
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A New Wideband Electromagnetic Vibration Energy Harvester with Chaotic Oscillation
Takahiro Sato, Hajime Igarashi,Journal of Physics: Conference Series,vol.467,Article Number:012129,2013.12,London
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Acquisition of adaptive walking behaviors using machine learning with Central Pattern Generator
Takahiro Sato, Kota Watanabe, Hajime Igarashi,The 2010 International Joint Conference on Neural Networks (IJCNN),2010.07
Editorial and Commentary 【 display / non-display 】
Research reports 【 display / non-display 】
Presentaion at conference, meeting, etc. 【 display / non-display 】
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A Data-Driven Optimization Method for Strongly Non-Separable Mixed-Integer Problems
Takahiro Sato,CEC2024 in WIEEE WCCI2024,IEEE,Proc. CEC2024,2024.06.30,横浜市,Japan
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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,The 21st Biennial IEEE Conference on Electromagnetic Field Computation (IEEE CEFC 2024),Proc. CEFC2024,(p.MA_O3_04),2024.06.02,済州島,Korea, Republic of
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An Optimization Method for Coil Design Problems Based on Physarum Polycephalum Algorithm and Evolutionary Computation
Takahiro Sato, Kengo Sugahara, Yuki Hidaka,The 21st Biennial IEEE Conference on Electromagnetic Field Computation (IEEE CEFC 2024),Proc. CEFC2024,(p.TM_P_22),2024.06.02,済州島,Korea, Republic of
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Motor Characteristics Map Prediction Using Deep Operator Neural Networks
Hidenori Sasaki, Kazuhisa Iwata, Takahiro Sato, Yuki Sato,The 21st Biennial IEEE Conference on Electromagnetic Field Computation (IEEE CEFC 2024),Proc. CEFC2024,(p.WA_O3_04),2024.06.02,済州島,Korea, Republic of
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Fast Analysis and Design for 3D-Structured Magnetic Components Using Surrogate Model from Transfer Learning
Yuki Sato, Hirokazu Matsumoto, Akito Maruo, Takahiro Sato, Hidenori Sasaki,The 21st Biennial IEEE Conference on Electromagnetic Field Computation (IEEE CEFC 2024),Proc. CEFC2024,(p.WM_O3_02),2024.06.02,済州島,Korea, Republic of
Class subject in charge 【 display / non-display 】
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電磁エネルギー変換工学(電気電子)
2024,Department
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電磁エネルギー変換工学(夜間・電気)
2024,Department
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電磁エネルギー工学特論
2024,Master's program
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電磁エネルギー変換工学(電気電子)
2023,Department
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電磁エネルギー変換工学(夜間・電気)
2023,Department