Kuwatani Tatsu

クワタニタツ | Kuwatani Tatsu

Affiliation and department：

Research field (2)： Soft computing , Solid earth science

Research keywords (3)： Data-driven Science , 数理地球科学 , 変成岩岩石学

Research theme for competitive and other funds (16)：

2022 - 2025 データ駆動型掘削コア自動地層対比システムの構築
2022 - 2025 光海底ケーブルを利用した火山観測システムの構築とその活用
2021 - 2025 Development of mesoscale experimental geophysical exploration technique and its application to learning for dynamics in deeper subsurface environment through controling it
2020 - 2024 火山灰のシステマティックス構築に基づく噴火推移と火道進化過程の関係解明研究
2020 - 2023 機械学習で読み解く蛇紋岩メランジュ形成の過程と影響

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Papers (81)：

Kenta Ueki, Hideitsu Hino, Tatsu Kuwatani. An Introduction to SGTPPR: Sparse Geochemical Tectono-Magmatic Setting Probabilistic MembershiP DiscriminatoR. Geochemistry, Geophysics, Geosystems. 2024. 25
Tatsu Kuwatani, Kenji Nagata, Toshimoto Sakai, Hikaru Iwamori. Bayesian Inversion of Lithology and Liquid Phase Parameters From Seismic Velocity and Electrical Conductivity in the Crust and Uppermost Mantle. Journal of Geophysical Research: Solid Earth. 2023. 128. 12
Atsushi Nakao, Tatsu Kuwatani, Kenta Ueki, Kenta Yoshida, Taku Yutani, Hideitsu Hino, Shotaro Akaho. Regression analysis and variable selection to determine the key subduction-zone parameters that determine the maximum earthquake magnitude. Earth, Planets and Space. 2023. 75. 1
Tatsu KUWATANI, Toshimoto SAKAI, Kengo NAKAMURA, Takeshi KOMAI. Statistical Correlation for Geological Layers Using XRF Core Scan Data: Proof of Concept in Application to Tsunami Deposits. Journal of Geography (Chigaku Zasshi). 2023. 132. 5. 367-384
Kengo NAKAMURA, Tatsu KUWATANI, Takeshi KOMAI. Estimating Layer Boundaries of Mixed-layer Tsunami Deposits with a XRF Core Scanner. Journal of Geography (Chigaku Zasshi). 2023. 132. 5. 403-415

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MISC (20)：

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Books (1)：

Education (4)：

2005 - 2008 東京大学大学院理学系研究科地球惑星科学専攻博士課程
2003 - 2005 東京大学大学院理学系研究科地球惑星科学専攻修士課程
2001 - 2003 The University of Tokyo Faculty of Science Department of Geological Sciences
1999 - 2001 The University of Tokyo College of Arts and Sciences

Professional career (1)：

Work history (8)：

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Awards (5)：

2023/04 - Japan Geoscience Union Nishida Prize
2019/06 - 日本情報地質学会 2019年度論文賞
2019/04 - 海洋研究開発機構平成30年度業績表彰研究開発功績賞
2014 - Young Researcher Award of Exploration Technology for 13th International Symposium on Mineral Exploration
2012 - IEEE Computational Intelligence Society Japan Chapter Young Researcher Award, 2012

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