Rchr
J-GLOBAL ID：200901004976772192   Update date: Feb. 01, 2024

Kobayashi Tamao

コバヤシ タマオ | Kobayashi Tamao
Affiliation and department：
Yonago National College of Technology

About Yonago National College of Technology


Homepage URL  (1)： https://www.yonago-k.ac.jp/user/filer_public/c4/7d/c47d3415-d2ff-4e88-8cca-5c28172de12a/84kobayashi.pdf
Research field  (3)： Intelligent informatics ,  Mathematical physics and basic theory ,  Theoretical studies related to particle-, nuclear-, cosmic ray and astro-physics
Research keywords  (8)： 深層学習 ,  機械学習 ,  量子力学 ,  素粒子論 ,  非摂動くりこみ群 ,  Quantum Mechanics ,  Particle Physics ,  Non-perturbative Renormalization Group
Research theme for competitive and other funds  (4)：
  • 2016 - 2019 New analysis of phase transition physics by weak renormalization group
  • 2013 - 2016 Finite range renormalization group to analyze the phase transition caused by long range interactions
  • 2012 - 2015 Multiscale approach by Non perturbative Renormalization group
  • 2005 - 2008 Renormalization group analysis of the phase structure of the high density QCD matter
Papers (16)：
  • Ken-Ichi Aoki, Tatsuhiro Fujita, Tamao Kobayashi. Logical Reasoning for Revealing the Critical Temperature through Deep Learning of Configuration Ensemble of Statistical Systems. Journal of the Physical Society of Japan. 2019. 88. 5. 054002-054002
  • Naoki Kakuda, Tamao Kobayashi. An attempt to use a physics experiment conducted by a fifth-grade Kosen student for lower-grade students by employing learning materials on electronic devices. 2018. 287
  • 青木健一, 藤田達大, 小林玉青. 深層学習は統計系の温度推定から何を学ぶのか. 人工知能学会誌「人工知能」. 2018. 33. 4. 420-428
  • Ken-Ichi Aoki, Tamao Kobayashi, Shin-Ichiro Kumamoto, Shinnosuke Onai, Daisuke Sato. Singularity Free Direct calculation of spontaneous mass generation. The Science Reports of Kanazawa University. 2017. 61. 1-29
  • Ken-Ichi Aoki, Tamao Kobayashi. Restricted Boltzmann machines for the long range Ising models. MODERN PHYSICS LETTERS B. 2016. 30. 34
ｍore...
Books (1)：
  • 物理学者、機械学習を使う : 機械学習・深層学習の物理学への応用
    朝倉書店 2019 ISBN:9784254131291
Education (2)：
  • Kanazawa University Faculty of Science Department of Physics
  • Kanazawa University
Professional career (1)：
  • Doctor of Science (Kanazawa University)
Work history (1)：
  • Kanazawa University Institute of Science and Engineering, Faculty of Mathematics and Physics Assistant Professor
Association Membership(s) (1)：
日本物理学会
※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

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