Research field (3)：
Earth resource engineering, energy science
, Solid earth science
, Disaster prevention engineering
Research keywords (6)：
Geophysics
, Geothermics
, Radar Remote Sensing
, Rock physics
, Surface deformation
, Inverse analysis
Research theme for competitive and other funds (11)：
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
2020 - 2023 Improvement of the method to estimate physical property distribution by fusion of physical model and machine learning
2020 - 2023 Analysis of the distribution and properties of the Earth's resources using AI
2018 - 2021 Survey of promising supercritical geothermal resource areas in eastern Japan and Kyushu region and estimation of heat extraction potential
2018 - 2021 Technology for estimation of deep geothermal structures and drilling bit life using artificial intelligence
2019 - 2020 A Study on the Application of Satellite SAR Time-series Analysis for the Advancement of Surface Displacement Information
2017 - 2020 Improvements of PSInSAR analysis and inverse analysis of subsurface changes for three-dimensional surface displacement monitoring
2015 - 2017 Development of algorithms to increase estimation accuracy of surface displacement using PSInSAR analysis, and understanding complex surface displacement phenomena
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
Yutaro Shigemitsu, Kazuya Ishitsuka, Weiren Lin. Changes in widespread aquifer properties caused by a magnitude 6-class earthquake evaluated using InSAR analyses. International Journal of Applied Earth Observation and Geoinformation. 2023. 122. 103394-103394
Haruto Sugamoto, Kazuya Ishitsuka, Weiren Lin, Takemi Sakai. Measurement of thermal conductivities of drill cuttings and quantification of the contribution of thermal conduction to the temperature log of the Hachimantai geothermal field, Japan. Geothermics. 2023. 112. 102742-102742
Kazuya Ishitsuka, Weiren Lin. Physics-informed neural network for inverse modeling of natural-state geothermal systems. APPLIED ENERGY. 2023. 337
Shun Hashimoto, Weiren Lin, Kazuya Ishitsuka. Measurements of Thermal Conductivity of Intact Rocks by Using Cuttings. Zairyo/Journal of the Society of Materials Science, Japan. 2023. 72. 828-835
酒井雄飛, 石塚師也, LIN Weiren. 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. 2023
石塚師也, 嶋章裕, 嶋章裕, LIN Weiren. 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. 34th
LIN Weiren, 澁谷奨, 来馬如成, 来馬如成, FENG Shuai, 永石良太, 神谷奈々, 石塚師也. 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. 2023
友松広大, 神谷奈々, LIN Weiren, 石塚師也. Anisotropy of thermal conductivity related to bedding plane in siltstones. 資源・素材(Web). 2023. 2023
重光勇太朗, 石塚師也, LIN Weiren, 杉山智之, 岸本宗丸, 高橋武春. 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. 148th
The Contribution of Geosciences to Human Security
Logo Verlag Berlin GmbH 2012
Lectures and oral presentations (63)：
Verification of physics-informed neural network under gravity in steady groundwater flow system
(資源・素材学会春季大会(Web) 2022)
Estimation of deep temperatures around a geothermal field using a Bayesian statistical modeling
(日本情報地質学会講演会講演要旨集(Web) 2021)
ESTIMATION OF SURFACE DISPLACEMENT AROUND ACTIVE FAULTS IN THE KEIHANSHIN AREA AND ITS TEMPORAL EVOLUTION
(岩の力学国内シンポジウム講演論文集(CD-ROM) 2021)
SPATIAL DISTRIBUTION OF HIGH SALINITY FLUID AT GREAT DEPTHS OF A GEOTHERMAL FIELD INFERRED FROM A BAYESIAN MODEL USING RESISTIVITY
(岩の力学国内シンポジウム講演論文集(CD-ROM) 2021)
SURFACE DISPLACEMENTS IN TAIWAN USING SAR INTERFEROMETRY TIME-SERIES ANALYSIS OF SENTINEL-1 IMAGERY
(岩の力学国内シンポジウム講演論文集(CD-ROM) 2021)
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 (4)：
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
2015/06 - 現在 PALSAR Interferometry Consortium to Study our Evolving Land Surface (PIXEL) Core Member
Awards (8)：
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)
2022/10 - The Geothermal Research Society of Japan Student Best Presentation Award
2013/10 - Coordinating Committee for Geoscience Programmes in East and Southeast Asia The 2013 East Asia Geoscience and Environmental Research (EAGER) Award Mapping and understanding of the evolution of displacement in aquifer system after the reduction of groundwater usage by using satellite imagery
2013/08 - EIT-Japan Symposium on Human Security Engineering Outstanding Presentation Award
2013/05 - Japan Geoscience Union Outstanding Student Presentation Award
2012 - Graduate School of Engineering, Kyoto University Mazume Research Award
2011/08 - EIT-Japan Symposium on Human Security Engineering Outstanding Presentation Award
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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
