Personnel Information

写真a

YAMAGUCHI Takayuki


Title

Instructor

Field

Field of Data Science
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Graduating School 【 display / non-display 】

  • Hokkaido University， Faculty of Science

    University， 2006.03， Graduated

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Graduate School 【 display / non-display 】

  • Hokkaido University

    Doctor's Course， 2014.03， Completed

  • Hokkaido University

    Master's Course， 2009.03， Completed

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Campus Career 【 display / non-display 】

  • Shiga University Data Science and AI Innovation Research Promotion Center，Instructor， 2024.04 - Now

  • Shiga University Data Science and AI Innovation Research Promotion Center，Assistant professor， 2022.04 - 2024.03

  • Shiga University Center for Education and Research of Data Science，Assistant professor， 2019.04 - 2022.03

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Research Areas 【 display / non-display 】

  • Natural Science / Basic mathematics

  • Natural Science / Applied mathematics and statistics

  • Life Science / Hygiene and public health (laboratory)

  • Life Science / Hygiene and public health (non-laboratory)

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Papers 【 display / non-display 】

  • Risk factors associated with hospitalization in patients with asymptomatic or mild COVID-19 in public accommodation facilities in Tokyo， Journal of Infection and Chemotherapy， 2022, Yohei Sakamoto, Kenichi Satoh, Takuma Tanaka, Takayuki Yamaguchi, Tomomi Miyamoto, Kenji Sawaki, Makiko Miyajima, Kazuhiko Nakaharai, Tokio Hoshina, Tetsuya Horino, Yasushi Nakazawa, Tatsuyoshi Ikenoue, and Masaki Yoshida

    Research paper (scientific journal)， Multiple Authorship

  • Estimation of the percentages of undiagnosed patients of the novel coronavirus (SARS-CoV-2) infection in Hokkaido, Japan by using birth-death process with recursive full tracing， PLOS ONE， vol.15 (10) ， 2020, Takuma Tanaka, Takayuki Yamaguchi, and Yohei Sakamoto

    Research paper (scientific journal)， Multiple Authorship

  • Estimating the syphilis incidence and diagnosis rate in Japan: A mathematical modeling study， Sexually Transmitted Infections， 2020, Yuri Echigoya, Takayuki Yamaguchi, Akifumi Imamura, and Hiroshi Nishiura

    Research paper (scientific journal)， Multiple Authorship

  • Simulation-based assessment of model selection criteria during the application of benchmark dose method to quantal response data， Theoretical Biology and Medical Modellin， vol.17 (1) (p.13 - ) ， 2020, Keita Yoshii, Hiroshi Nishiura, Kaoru Inoue, Takayuki Yamaguchi, and Akihiko Hirose

    Research paper (scientific journal)， Multiple Authorship

  • Threshold phenomena with respect to the initiation of depopulation in a simple model of foot-and-mouth disease， Mathematical Biosciences and Engineering， vol.16 (5) (p.5931 - 5946) ， 2019, Kenji Itao, Fumiya Omata, Yoshitaka Nishikawa, Tetsuro Oda, Toshiharu Sasaki, Cherri Zhang, John Solomon Maninang, and Takayuki Yamaguchi

    Research paper (scientific journal)， Multiple Authorship

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Research Grants & Projects 【 display / non-display 】

  • ，Early-Career ScientistsEarly-Career Scientists，2019.04 - 2024.03

  • ，Grant-in-Aid for Transformative Research Areas (A)Grant-in-Aid for Transformative Research Areas (A)，2021.09 - 2026.03

  • ，Joint researchJoint research，Collaboration in Japan，2022.10 - 2024.03

  • ，Joint researchJoint research，2019.09 - Now

  • ，Joint researchJoint research，2019.04 - Now

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Preferred joint research theme 【 display / non-display 】

  • 力学系／数値計算／数理モデル／エノン写像／リヤプノフ解析／トランジエント軌道

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Charge of on-campus class subject 【 display / non-display 】

  • モデル評価論，2024.10 - 2025.03

  • モデル評価実践論，2024.10 - 2025.03

  • 課題研究４，2024.10 - 2025.03

  • 課題研究２，2024.10 - 2025.03

  • データサイエンス応用演習，2024.10 - 2025.03

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