Researchers

KASHIWAO Tomoaki

KASHIWAO Tomoaki
Associate Professor
Faculty Department of Electrical, Electronic and Communication Engineering / Graduate School of Science and Engineering
Researchmap https://researchmap.jp/kashiwao

Education and Career

Academic & Professional Experience

  • Sep. 2024 - Today , Southern Cross University Faculty of Science and Engineering Visiting Fellow
  • Apr. 2018 - Today , Kindai Unisversity Department of Electrical, Electronic and Communication Engineering, Faculty of Science and Engineering Associate Professor
  • Jan. 2017 - Mar. 2018 , National Institute of Technology, Niihama College Department of Electronics and Control Engineering Associate Professor
  • Apr. 2010 - Dec. 2016 , National Institute of Technology, Niihama College Department of Electronics and Control Engineering Assistant Professor
  • Apr. 2015 - Mar. 2016 , Southern Cross University School of Environmental Science and Engineering Visiting Fellow
  • Apr. 2005 - Mar. 2010 , Nichia corporation LED Product Development Department, Product Development Division, Optoelectronics Products BU

Research Activities

Research Areas

  • Informatics , Soft computing
  • Manufacturing technology (mechanical, electrical/electronic, chemical engineering) , Control and systems engineering
  • Manufacturing technology (mechanical, electrical/electronic, chemical engineering) , Electronic devices and equipment
  • Informatics , Intelligent informatics

Research Interests

Control engineering, Machine learning, Neural networks, LED packaging, Hybrid systems

Published Papers

  1. Regression modeling of optical properties for optical design in high-volume white LED manufacturing
    Kashiwao Tomoaki; Fujimoto Seiya; Takeda Ryo; Kimoto Momoka; Ito Tomomi
    Scientific reports  22, May. 2026  , Refereed
  2. Real-Time Detection of Crossing-Gate Rod Breakage: Sequential Classification and Alerting Based on One-Class SVM in a Railway Telemeter System
    Tomoaki Kashiwao; Kota Kawakami; Takeshi Ikoma; Kazuhiko Takagi; Daisuke Tanaka; Kenji Ikeda
    Artificial Intelligence for Engineering  2  (1)  , 78-89, 5, Mar. 2026  , Refereed
  3. Encapsulation of ZrO2 Nanoparticles for Improving Total Luminous Flux of White Light-Emitting Diodes
    Tomoaki Kashiwao; Ryo Takeda; Tomomi Ito
    IEEE Transactions on Components, Packaging and Manufacturing Technology  15  (9)  , 1877-1885, 25, Jul. 2025  , Refereed

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Conference Activities & Talks

  1. 光線追跡シミュレーションを用いた肌とファンデーションのモデリング , 岡野紗奈; 豊田雅人; 柏尾知明; 伊藤智海; 武田怜; 木本百花 , 電気学会関西支部 若手研究発表会 , 30, Nov. 2025
  2. Exploratory Study on ML-Based Surrogate Modeling for White LED Packaging , Kashiwao, Tomoaki; Takeda, Ryo; Kimoto, Momoka; Ito, Tomomi , 2025 SICE Festival with Annual Conference , 11, Sep. 2025
  3. Machine Learning-Based Gesture Classification for Three-Dimensional Capacitive Proximity Sensor Unit , Qianyu Li; Kodai Higeshiro; Ryoya Ogino; Mikio Deguchi; Tomoaki Kashiwao , 2025 SICE Festival with Annual Conference , 11, Sep. 2025

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MISC

  1. Non-Contact Input Device Using a Capacitive Proximity Sensor with Machine Learning , Kashiwao Tomoaki , KYB Technical Review , 72 , 4 , 7 , Apr. 2026
  2. Skin Creation Using Mirrors and Modeling of Foundation-applied Skin Appearance in Ray-tracing Simulation , Masato Toyoda; Tomoaki Kashiwao; Sana Okano; Ryo Takeda; Momoka Kimoto; Tomomi Ito , Proc. of International Symposium on Imaging, Sensing, and Optical Memory 2025 , Tu-E-37 , 129 , 130 , Oct. 2025
  3. Effectiveness of Labeled CAD Images for Predicting Total Luminous Flux Using CNN , Shuki Nakabo; Yuki Yamamoto; Tomomi Ito; Ryo Takeda; Momoka Kimoto; Tomoaki Kashiwao , Proc. of International Symposium on Imaging, Sensing, and Optical Memory 2025 , Tu-E-38 , 131 , 132 , Oct. 2025

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Patents

  1. Determining method of physical quantity of metal oxide particles in a light emitting device , Tomoaki Kashiwao, Tsuyoshi Otsuka, Tomomi Ito, Kenji Harada
  2. Optical Simulation method and Program to Perform the Simulation , Tomoaki Kashiwao , 特許6338180
  3. LIGHT EMITTING DEVICE , Tomoaki Kashiwao, Takeo Kurimoto , 特許US9465154 B2

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Awards & Honors

  1. Dec. 2009, 計測自動制御学会四国支部, 奨励賞
  2. 2008, 日亜化学工業株式会社, 社長特別表彰ランクA 性能向上賞

Research Grants & Projects

  1. Japan Society for the Promotion of Science, Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (C), Study of sarrogate modeling of LED packaging using artificial intelligence , Kindai University
  2. Japan Society for the Promotion of Science, Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (C), Study of optimal design of LED packaging using artificial intelligence , Kindai University
  3. （公財）えひめ産業振興財団, 大学発起業化シーズ育成支援補助事業, 人工知能（ＡＩ）を用いた農作物の遠隔監視システムの開発

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