Ishitsuka Kazuya

イシツカカズヤ | Ishitsuka Kazuya

Affiliation and department：
Job title： Lecturer

Research field (3)： Earth resource engineering, energy science , Solid earth science , Disaster prevention engineering

Research keywords (6)： Geophysics , Remote Sensing , Geothermics , Rock physics , Inverse analysis , Surface deformation

Research theme for competitive and other funds (14)：

2023 - 2028 物理モデルを組み込んだ機械学習と岩石物性計測による熱水系モデリングの革新
2021 - 2026 Advanced joint research for detection of critical spot in reservoir enabling great promotion of geothermal power generation
2021 - 2024 超臨界地熱資源量評価(九重地域)
2021 - 2024 資源量評価(葛根田地域)
2021 - 2024 AIを利用した在来型地熱貯留層の構造・状態推定

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Papers (43)：

Akihiro Shima, Kazuya Ishitsuka, Weiren Lin, Elvar K. Bjarkason, Anna Suzuki. Modeling unobserved geothermal structures using a physics-informed neural network with transfer learning of prior knowledge. Geothermal Energy. 2024. 12. 38
Yutaro Shigemitsu, Kazuya Ishitsuka, Weiren Lin, Tomoyuki Sugiyama, Munemaru Kishimoto, Takeharu Takahashi. Effect of drone flight speed on intensity images in drone-based synthetic aperture radar analysis of mine slopes. Remote Sensing Letters. 2024. 15. 6. 591-602
Nazir Mafakheri Bashmagh, Weiren Lin, Kazuya Ishitsuka. Application of supervised machine learning classification models to identify borehole breakouts in carbonate reservoirs based on conventional log data. International Journal of the JSRM. 2024. 20. 1. 240101
友松広大, 神谷奈々, LIN Weiren, 石塚師也. Anisotropy of Thermal Conductivity and P-wave Velocity in Sedimentary Soft Rocks and their Relationships with Porosity. 材料. 2024. 73. 3
Masahiro Miyazaki, Nana Kamiya, Weiren Lin, Kazuya Ishitsuka. Anisotropy of Consolidation Yield Stress and Comparison with Anisotropy of Elastic Wave Velocity and Tensile Strength in Sedimentary Soft Rocks. Zairyo/Journal of the Society of Materials Science, Japan. 2024. 73. 1. 84-91

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MISC (8)：

重光勇太朗, 石塚師也, LIN Weiren. Trends of Maneuverable Observation Using a Drone-Based SAR. 日本リモートセンシング学会誌. 2024. 44. 1
ISHITSUKA K. Earth and Resource System Laboratory, Department of Urban Management, Graduate School of Engineering, Kyoto University. Journal of The Remote Sensing Society of Japan. 2020. 40. 1. 59-60
Toward Understanding Crustal Dynamics Related to Earth Resources : Approaches Based on Earth Observation Data. 2019. 25. 2. 118-123
石塚師也, 石塚師也. Accuracy of Temperature estimation from resistivity data using neural network. 深田地質研究所年報. 2017. 18. 155-162-162
石塚師也. Surface Displacement Monitoring Using Interferometric SAR Analysis and Visualization of Underground. 地盤工学会誌 = Geotechnical engineering magazine : 土と基礎. 2017. 65. 1. 8-11

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Books (1)：

The Contribution of Geosciences to Human Security
Logo Verlag Berlin GmbH 2012

Lectures and oral presentations (88)：

Study of Effects of Resolution on the Estimation Accuracy of Thermal Conductivity of Sandstones by X-Ray CT Images
(資源・素材学会春季大会(Web) 2023)
Development of a physics-informed neural network for modeling of hydrothermal systems
(日本情報地質学会講演会講演要旨集(Web) 2023)
Temperature measurements and active heating tests using optical fiber in a 540 m-deep borehole
(日本応用地質学会研究発表会講演論文集 2023)
Anisotropy of thermal conductivity related to bedding plane in siltstones
(資源・素材(Web) 2023)
Point target and terrain estimation from FMCW SAR-equipped drone observations
(物理探査学会学術講演会講演論文集 2023)

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Education (3)：

2012 - 2015 Kyoto University Graduate School of Engineering Department of Urban Management
2010 - 2012 Kyoto University Graduate School of Engineering Department of Urban Management
2006 - 2010 Kyoto University Faculty of Engineering Global Engineering

Professional career (1)：

博士(工学) (京都大学)

Work history (4)：

2023/04 - 現在 Kyoto University Engineering Education Research Center, Graduate School of Engineering Lecturer
2019/01 - 2023/03 Kyoto University Graduate School of Engineering Department of Urban Management Assistant professor
2017/02 - 2018/12 Department of Sustainable Resources Engineering, Graduate School of Engineering, Hokkaido University Specially Appointed Assistant Professor
2015/04 - 2017/01 Fukada Geological Institute Researcher

Committee career (7)：

2024/05 - 現在 The Mining and Materials Processing Institute of Japan - Kansai Branch General affairs
2024/05 - 現在 The 9th Asia-Pacific Conference on Synthetic Aperture Radar(APSAR 2025) Local Arrangements
2022/06 - 現在 The Society of Materials Science, Japan Editorial committee member
2019/09 - 現在 The Mining and Materials Processing Institute of Japan Member, Committee on Exploration Engineering Division
2017/09 - 現在日本鉱業振興会やろう会を中心とした若手研究者・技術者の鉱山開発・維持管理手法の習得および岩盤工学の新たな展開に関する調査委員会委員

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Awards (11)：

2024/06 - The Society of Exploration Geophysicists of Japan Outstanding Presentation Award Point target and terrain estimation from FMCW SAR-equipped drone observations
2024/06 - Japan Society of Engineering Geology Best Paper Award Surface displacements near active faults in Hanshin area estimated by persistent scatterer SAR interferometry
2023/09 - The Mining and Materials Processing Institute of Japan Outstanding Student Presentation Award Anisotropy of thermal conductivity related to bedding plane in siltstones
2023/03 - The Mining and Materials Processing Institute of Japan Outstanding Student Presentation Award
2022/11 - The Society of Exploration Geophysicists of Japan Best Presentation Award (Oral)

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Association Membership(s) (8)：

The Japanese Association for Petroleum Technology , The Society of Exploration Geophysicists of Japan , Japan Society of Civil Engineers , The Remote Sensing Society of Japan , Japan Society of Geoinformatics , The Geothermal Research Society of Japan , The Mining and Materials Processing Institute of Japan , The Society of Material Science, Japan

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