Rchr
J-GLOBAL ID:202001009621608227   Update date: Sep. 13, 2021

Kumagai Masaya

クマガイ マサヤ | Kumagai Masaya
Affiliation and department:
Job title: 研究員
Other affiliations (2):
  • 京都大学  複合原子力科学研究所附属安全原子力システム研究センター   特定助教
  • RIKEN
Homepage URL  (1): https://kumagallium.github.io/
Research field  (1): Inorganic materials
Research keywords  (5): Machine learning ,  Research data ,  Database ,  Materials Informatics ,  Thermoelectric materials
Research theme for competitive and other funds  (2):
  • 2020 - 2022 実験プロセスや試料構造の影響を考慮して物性値を予測する次世代MIの開発
  • 2015 - 2017 新規Al系熱電材料の創製および熱電特性の評価
Papers (11):
  • Jiahui Fu, Sora At Tanusilp, Masaya Kumagai, Yuji Ohishi, Ken Kurosaki. Controlled thermal expansion and thermoelectric properties of Mg2Si/Si composites. Journal of Applied Physics. 2021. 130. 3
  • Yukari Katsura, Masaya Kumagai, Takushi Kodani, Mitsunori Kaneshige, Yuki Ando, Sakiko Gunji, Yoji Imai, Hideyasu Ouchi, Kazuki Tobita, Kaoru Kimura, et al. Data-driven analysis of electron relaxation times in PbTe-type thermoelectric materials. Science and Technology of Advanced Materials. 2019. 20. 1. 511-520
  • Ken Kurosaki, Masanori Suzuki, Masayoshi Uno, Hiroto Ishii, Masaya Kumagai, Keito Anada, Yukihiro Murakami, Yuji Ohishi, Hiroaki Muta, Toshihiro Tanaka, et al. High wettability of liquid caesium iodine with solid uranium dioxide. Scientific Reports. 2017. 7. 1
  • Yukari Katsura, Masaya Kumagai, Sakiko Gunji, Yoji Imai, Kaoru Kimura. Development of "Starry data" web system for data curation of published experimental thermoelectric properties. Funtai Oyobi Fummatsu Yakin/Journal of the Japan Society of Powder and Powder Metallurgy. 2017. 64. 8. 467-470
  • Kumagai Masaya, Kurosaki Ken, Ohishi Yuji, Muta Hiroaki, Yamanaka Shinsuke. Electronic Structure and Thermoelectric Properties of Pseudogap Intermetallic Compound Al5Co2. Journal of the Japan Institute of Metals and Materials. 2017. 81. 2. 55-59
more...
MISC (6):
  • 熊谷将也. 実験値Materials Informaticsの実現に向けたWebシステム開発・機械学習応用とその経緯. 日本熱電学会誌. 2020. 16. 3. 162-164
  • 熊谷 将也. 実験データ収集 Web システム Starrydata の開発と 機械学習を利用した熱電材料の探索・設計. 日本熱電学会誌. 2019. 16. 2. 93-95
  • Graph Based Machine Learning and Visualization for Intrusion Detection System. 2019. 118. 480. 357-363
  • 熊谷 将也, 松本 亮介. 疎構造学習およびグラフ畳み込みニューラルネットワークによる異常検知. 第81回全国大会講演論文集. 2019. 2019. 1. 31-32
  • Kumagai Masaya, Katayama Hideaki, Ikeno Shigetaka, Ikemoto Kohei, Nakata Ken'ichi. H-052 Effect of Dictionary of Multiple Similarity Method on Degraded Character Recognition. 2011. 10. 3. 221-222
more...
Works (2):
  • E4M : Elements for Materials
    2020 - 現在
  • Starrydata
    Masaya Kumagai 2018 - 現在
Education (4):
  • 2014 - 2017 Osaka University Division of Sustainable Energy and Environmental Engineering
  • 2012 - 2014 Osaka University Division of Sustainable Energy and Environmental Engineering
  • 2010 - 2012 National Institute of Technology (KOSEN), Maizuru College
  • 2005 - 2010 National Institute of Technology (KOSEN), Maizuru College
Professional career (3):
  • 博士(工学) (大阪大学)
  • 修士(工学) (大阪大学)
  • 学士 (独立行政法人大学改革支援・学位授与機構)
Work history (4):
  • 2020/04 - 現在 Kyoto University Graduate School of Energy Science Department of Socio Environmental Energy Science
  • 2017/06 - 現在 RIKEN Center for Advanced Intelligence Project
  • 2017/04 - 現在 SAKURA internet Inc. Research Center
  • 2015/04 - 2017/03 日本学術振興会 特別研究員DC2
Awards (2):
  • 2019/09 - The Thermoelectrics Society of Japan Poster Award
  • 2019/06 - The International Thermoelectric Society (ITS) Poster Award Thermoelectric Material Design by Materials Informatics using Enormous Experimental Data on Starrydata
Association Membership(s) (5):
Materials Research Society (MRS) ,  日本金属学会 ,  応用物理学会 ,  Information Processing Society of Japan ,  The Thermoelectrics Society of Japan
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