Rchr
J-GLOBAL ID:201401081318480050   Update date: Dec. 08, 2024

Isobe Koichi

イソベ コウイチ | Isobe Koichi
Affiliation and department:
Job title: 准教授
Homepage URL  (2): http://www.eng.hokudai.ac.jp/labo/geomech/http://www.eng.hokudai.ac.jp/labo/geomech/english/
Research field  (2): Geotechnical engineering ,  Disaster prevention engineering
Research keywords  (14): data science ,  scouring ,  machine learning ,  Geotechnical Engineering ,  slope stability ,  liquefaction ,  soil mechanics ,  seismic performance ,  foundation ,  pile ,  landslide ,  model test ,  numerical simulation ,  GIS
Research theme for competitive and other funds  (32):
  • 2024 - 2028 機械学習と力学モデルの融合による流域スケール流木予測管理技術の構築
  • 2023 - 2026 流木発生源のAI予測に基づく渡河橋梁の潜在的流木災害リスク評価
  • 2024 - 2025 流木による堰上げがもたらす渡河橋梁直接基礎の極限支持力への影響評価
  • 2020 - 2023 Development of slope disaster prevention technique by the small-diameter spiral pile for effective use of slopes
  • 2021 - 2022 機械学習による土砂災害危険度評価に基づいた流木発生ポテンシャルの推定
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Papers (42):
  • Fudong Ren, Koichi Isobe, Miku Ando. Risk Assessment of Bridge Damage Due to Heavy Rainfall Considering Landslide Risk and Driftwood Generation Potential Using Convolutional Neural Networks and Conventional Machine Learning. Water. 2024. 16. 23. 3471-3471
  • Fudong Ren, Koichi Isobe. Versatility Evaluation of Landslide Risk with Window Sizes and Sampling Techniques Based on Deep Learning. Applied Sciences. 2024. 14. 22. 10571-10571
  • Hamidou Hamadoum Tamboura, Koichi Isobe. Bearing cpacity estimation of strip footing on two-layered c-φ soils based on the rigid plastic finite element method. International Journal of GEOMATE. 2024. 26. 117. 87-99
  • Eric Keba Lukueta, Koichi Isobe. Bearing Capacity of a Shallow Foundation above the Soil with a Cavity Based on Rigid Plastic Finite Element Method. Applied Sciences. 2024. 14. 5. 1975-1975
  • Quang N. Pham, Satoru Ohtsuka, Koichi Isobe, Vinh N. Pham, Hoa P. Hoang. Limit load space of rigid strip footing on sand slope subjected to combined eccentric and inclined loading. Computers and Geotechnics. 2023. 162. 105652-105652
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MISC (263):
  • Ngoc Quang Pham, Satoru Ohtsuka, Koichi Isobe, Phuong Hoa Hoang. Ultimate bearing capacity of rigid strip footings on c-φ soil subjected to combined eccentric and inclined loading. IOP Conference Series: Materials Science and Engineering. 2023. 1289. 1. 012088-012088
  • Keba, L., E, Isobe, K. Ultimate Bearing Capacity of a shallow foundation on unsaturated sandy soil with cavity. Proceedings of 17th Asian Regional Geotechnical Engineering Conference. 2023. 1323-1326
  • Iqbal, T, Ohtsuka, S, Isobe, K, Fukumoto, Y. Examination of the ultimate bearing capacity formula regarding size effect and relative density for sandy soils. Proceedings of 17th Asian Regional Geotechnical Engineering Conference. 2023. 1318-1322
  • 江川拓也, 林宏親, 磯部公一. 火山灰質地盤における場所打ちコンクリート杭基礎の液状化対策に関する検討. 寒地土木技術研究. 2023. 846. 2-14
  • 江川拓也, 林宏親, 磯部公一. 火山灰質地盤における鋼管杭基礎の液状化対策に関する検討. 寒地土木技術研究. 2022. 837. 2-12
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Lectures and oral presentations  (176):
  • 粘着性-摩擦性の土壌斜面における剛体ストリップ基礎の究極支持力に影響を与えるさまざまな要因についての考察
    (第59回地盤工学研究発表会 2024)
  • 機械学習を活用した豪雨時の相対的橋梁被災リスク評価モデルの高精度化
    (第59回地盤工学研究発表会 2024)
  • 火山灰質地盤における杭基礎の耐震補強技術に関する検討 -既設道路橋杭基礎に対する合理的な液状化対策-
    (第59回地盤工学研究発表会 2024)
  • Evaluation of penetration resistance, vertical bearing capacity and pull-out resistance of small diameter spiral piles subjected to positive and negative alternating loads in unsaturated sandy ground
    (the 3rd International Conference on Press-in Engineering 2024 2024)
  • Evaluation of landslide risk and model versatility based on deep learning and sampling methods
    (2024)
more...
Education (3):
  • 2004 - 2007 Kyoto University Graduate school of Engineering Department of Urban Management
  • 2002 - 2004 Kyoto University Graduate school of Engineering Department of Civil Engineering
  • 1998 - 2002 Kyoto University Faculty of engineering Civil Engineering Course
Professional career (1):
  • Dr. of Engineering (Kyoto University)
Work history (2):
  • 2007/04 - 2014/03 Nagaoka University of Technology Civil and Environmental Engineering Assistant Professor
  • 2012/07 - 2013/03 University of Newcastle
Committee career (33):
  • 2024/04 - 現在 公益財団法人地盤工学会北海道支部 幹事長
  • 2023/12 - 現在 北海道 廃棄物処理施設検討会 委員
  • 2023/06 - 現在 地盤工学ジャーナル編集委員会 委員
  • 2023/06 - 現在 土木学会論文集 地圏工学編集小委員会(31小委員会) 委員
  • 2022/12 - 現在 東日本高速道路株式会社北海道支社橋梁技術検討会 委員
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Awards (10):
  • 2023/11 - THE GEOMATE INTERNATIONAL SOCIETY GEOMATE2023 Best Paper Awards Bearing capacity estimation of strip footing on two layered c-f soils based on the rigid plastic finite element method
  • 2023/06 - THE JAPANESE GEOTECHNICAL SOCIETY 2022 Editorial Board Member Award, Soils and Foundations
  • 2019/06 - Japan Society of Civil Engineers Paper award SEISMIC PERFORMANCE OF A MULTIPLE STEEL PIPES BRIDGE PIER INTEGRATED BY PILE FOUNDATION WITHOUT A FOOTING USING SHAKING TABLE TESTS
  • 2018/04 - 地盤工学会北海道支部 平成29年度地盤工学会北海道支部賞 振動台模型実験による種々の地盤のせん断剛性のひずみ依存性と過剰間隙水圧の影響評価
  • 2016/05 - 国土交通省北海道開発局 第59回(平成27年度)北海道開発技術研究発表会 北海道開発局長奨励賞 既設杭基礎の耐震補強の倫理的意義および制約条件下の実務技術
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Association Membership(s) (5):
International Press-in Association (IPA) ,  JAPAN ASSOCIATION FOR EARTHQUAKE ENGINEERING ,  International Society for Soil Mechanics and Geotechnical Engineering (ISSMGE) ,  JAPAN SOCIETY OF CIVIL ENGINEERS ,  THE JAPANESE GEOTECHNICAL SOCIETY
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