Takayuki Shuku

Profile Information

Affiliation: Professor, Department of Civil Engineering, Tokyo City University

Researcher number: 70625053
J-GLOBAL ID: 202101019118297144
researchmap Member ID: R000031508

Research Areas

Social infrastructure (civil Engineering, architecture, disaster prevention) / Geotechnical engineering / data analysis, machine learning

Research History

Apr, 2024 - Present

Professor, Faculty of Archtecture and Urban Engineeirng, Tokyo City University
Apr, 2021 - Mar, 2024

Associate Professor, Faculty of Engineering, Okayama University
Dec, 2019 - Oct, 2020

Visiting scholar, Department of civil and environmental engineering, National University of Singapore
Oct, 2016 - Mar, 2020

Associate Professor, Faculty of Environmental Science and Technology Department of Environmental Management Engineering, Okayama University
Oct, 2011 - Sep, 2016

Assistant Professor, Faculty of Environmental Science and Technology Department of Environmental Management Engineering, Okayama University
Apr, 2007 - Sep, 2011

Engineer, Faculty of Civil Engineering, department of design, Ohmoto Gumi Co., Ltd.

Education

Oct, 2008 - Sep, 2011

The Graduate School of Environmental Science, Okayama University
Apr, 2005 - Mar, 2007

A, Interdisciplinary Graduate School of Science and Engineering, Shimane University
Apr, 2001 - Mar, 2005

Department of Geoscience, Interdisciplinary Faculty of Science and Engineering, Shimane University

Awards

Papers

A novel data-driven 3D site characterisation method: Tucker decomposition-Bayesian compressive sensing and benchmarking study

Menglu Huang, Takayuki Shuku, Toshifumi Shibata, Shin-ichi Nishimura

Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards, 1-20, Aug 30, 2024
RBSMによる塑性圧が作用する農業用水路トンネルの模型実験の解析

田本敏之, 柴田俊文, 西村伸一, 珠玖隆行

農業農村工学会論文集, 91(2) I-239-I-247, Dec, 2023 Peer-reviewed
Comprehensive hemocompatibility analysis on the application of diamond-like carbon to ePTFE artificial vascular prosthesis.

Takashi Goyama, Yasuhiro Fujii, Genya Muraoka, Tatsuyuki Nakatani, Daiki Ousaka, Yuichi Imai, Noriaki Kuwada, Tatsunori Tsuji, Takayuki Shuku, Haruhito A Uchida …

Scientific reports, 13(1) 8386-8386, May 24, 2023
Risk Evaluation for Earth-fill Dams due to Heavy Rains by Response Surface Method

Zheng, S, Nishimura, S, Shibata, T, Tateishi, T, Shuku, T

Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards, 17(3) 572-585, 2023 Peer-reviewed
Data assimilation for surface wave method by ensemble Kalman filter with random field modeling

Yuxiang Ren, Shinichi Nishimura, Toshifumi Shibata, Takayuki Shuku

International Journal for Numerical and Analytical Methods in Geomechanics, 46(15) 2944-2961, Oct, 2022
Geotechnical uncertainty, modeling, and decision making

Kok-Kwang Phoon, Zi-Jun Cao, Jian Ji. Yat Fai Leung, Shadi Najjar, Takayuki Shuku, Chong Tang, Zhen-Yu Yin, Yoshida Ikumasa, Jianye Ching

Soils and Foundations, 62(5), Jul, 2022 Peer-reviewedInvited
Data-driven model of the local wind field over two small lakes in Jyväskylä, Finland

Takayuki Shuku, Janne Ropponen, Janne Juntunen, Hiroshi Suito

Meteorology and Atmospheric Physics, 134(1), Feb, 2022 Peer-reviewedLead authorCorresponding author
Benchmark examples for data-driven site characterisation

Kok-Kwang Phoon, Takayuki Shuku, Jianye Ching, Ikumasa Yoshida

Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards, 16(4) 1-23, Jan 13, 2022 Peer-reviewedInvited
SEISMIC RESPONSE ANALYSIS OF EARTH DAMS WITH GEOSTATISTICAL METHOD AND 3-D SURVEY

Ryota OHASHI, Shin-ichi NISHIMURA, Minoru KANESHIGE, Toshifumi SHIBATA, Takayuki SHUKU

Journal of Japan Society of Civil Engineers, Ser. C (Geosphere Engineering), 78(2) 140-152, 2022
A STUDY ON OPTIMAL DESIGN OF GEOTECHNICAL STRUCTURES USING QUANTUM ANNEALING

Takayuki SHUKU, Shinya YAMAMOTO

Journal of Japan Society of Civil Engineers, Ser. C (Geosphere Engineering), 78(2) 116-127, 2022 Peer-reviewedLead author
Case Histories on 2D/3D Underground Stratification Using Sparse Machine Learning

Takayuki Shuku, Jianye Ching

International Journal of Geoengineering Case Histories, 6(4) 35-47, Oct, 2021 Peer-reviewedLead author
Soil Stratification and Spatial Variability Estimated Using Sparse Modeling and Gaussian Random Field Theory

Ikumasa Yoshida, Takayuki Shuku

ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, 7(3) 04021023-04021023, Sep, 2021 Peer-reviewed
Three-dimensional subsurface modeling using Geotechnical Lasso

Takayuki Shuku, Kok-Kwang Phoon

Computers and Geotechnics, 133 104068-104068, May, 2021 Peer-reviewedLead author
ウエアラブル心拍計によるマラソンランナーの心事故予防のための自己スクリーニング法の試み新しい心電図自己スクリーニングシステムの構築にむけて

坂野紀子, 逢坂大樹, 平野和也, 森田瑞樹, 珠玖隆行, 大澤晋, 佐能量雄, 笠原真悟

日本遠隔医療学会雑誌, 16(補刊号) 59-59, Apr, 2021
マラソン中の心事故予防に向けた心電モニタリングシステムの開発

笠原真悟, 逢坂大樹, 坂野紀子, 森田瑞樹, 珠玖隆行, 大澤晋

日本遠隔医療学会雑誌, 16(補刊号) 32-32, Apr, 2021
Reliability-based design for earth-fill dams against severe natural disaster events

Shin-ichi Nishimura, Toshifumi Shibata, Takayuki Shuku

Soils and Foundations, 61(2) 271-282, Apr, 2021
Challenges in data-driven site characterization

Kok-Kwang Phoon, Jianye Ching, Takayuki Shuku

Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards, 1-13, Mar 9, 2021 Peer-reviewed
A new approach to prevent critical cardiac accidents in athletes by real-time electrocardiographic tele-monitoring system

笠原真悟, 逢坂大樹, 坂野紀子, 森田瑞樹, 珠玖隆行, 大澤晋

JTTA Spring Conference抄録集, 24回 144-144, Feb, 2021
3次元計測に基づくため池堤体の有限要素モデル化と地震応答解析

金重稔, 西村伸一, 柴田俊文, 珠玖隆行

農業農村工学会論文集, 89(1) I-181-I-189, 2021 Peer-reviewed
Trend estimation and layer boundary detection in depth-dependent soil data using sparse Bayesian lasso

Takayuki Shuku, Kok-Kwang Phoon, Ikumasa Yoshida

Computers and Geotechnics, 128 103845-103845, Dec, 2020 Peer-reviewedLead author

Misc.

Identification of density of earth-fill dam using muography

T. Shibata*, K. Takahashi, S. Nishimura, T. Shuku

7th International Conference on Geotechnical and Geophysical Site Characterization, Jun, 2024 Peer-reviewed
Identification of random field for ground stiffness by data assimilation based on surface wave method and sounding tests

S. Nishimura, Y. Ren, T. Shibata, T. Shuku

7th International Conference on Geotechnical and Geophysical Site Characterization, Jun, 2024
Using the ensemble data assimilation for stiffness evaluation of an embankment

Ren, Y, Nishimura, S, Shibata, T, Shuku, T

Proc. of ISRERM2022, 419-425, 2022 Peer-reviewed
マラソン中の心事故予防に向けた心電モニタリングシステムの開発

笠原真悟, 逢坂大樹, 坂野紀子, 森田瑞樹, 珠玖隆行, 大澤晋

日本遠隔医療学会学術大会プログラム・抄録集, 24回 144-144, Feb, 2021
Applicability of Distinct Element Method to Model Tests of Irrigation Tunnels

柴田俊文, 田本敏之, 西村伸一, 珠玖隆行, 福元豊

農業農村工学会論文集, 88(1), 2020
Heart rate monitoring in full marathon for preventing critical cardiac accidents

坂野紀子, 逢坂大樹, 平野和也, 山根卓大, 森田瑞樹, 珠玖隆行, 大澤晋, 佐能量雄, 笠原真悟

日本生体医工学会大会プログラム・抄録集(Web), 59th(Abstract) 406-406, 2020
市民マラソンでの遠隔モニタリングを用いた安全安心の循環管理

笠原真悟, 坂野紀子, 大澤晋, 逢坂大樹, 森田瑞樹, 珠玖隆行, 佐能量雄

日本遠隔医療学会学術大会プログラム・抄録集, 23回 64-64, Oct, 2019
Reliability analysis for geotechnical structures using iterative particle filter

T. Shuku, I. Yoshida

Life-Cycle Analysis and Assessment in Civil Engineering: Towards an Integrated Vision - Proceedings of the 6th International Symposium on Life-Cycle Civil Engineering, IALCCE 2018, 1067-1073, Jan 1, 2019
Uncertainty in centrifuge test of slope failure and its simulation by MPS method

Ikumasa Yoshida, Takayuki Shuku

GEOTECHNICAL SAFETY AND RISK V, 347-352, 2015 Peer-reviewed
局所載荷模型実験結果に基づく二次圧密挙動の予測

山田典弘, 西村伸一, 珠玖隆行, 藤澤和謙

第62回理論応用力学講演会, Mar, 2013
遠心模型実験における地盤パラメータの同定

珠玖隆行, 西村伸一, 藤澤和謙, 村上章

第62回理論応用力学講演会, 2013 Peer-reviewed
浸透破壊時の土粒子移送速度についての実験的研究

藤澤和謙, 村上章, 西村伸一, 珠玖隆行

第61回理論応用力学講演会（招待講演）, 2012 Peer-reviewed
データ同化による地盤構造物の信頼性設計に関する基礎的研究

珠玖隆行, 西村伸一, 藤澤和謙, 村上章

理論応用力学講演会講演論文集(Web), 61st WEB ONLY OS04-10, 2012 Peer-reviewed

Books and Other Publications

Uncertainty, Modeling, and Decision Making in Geotechnics

Kok-Kwang Phoon, Takayuki Shuku, Jianye Ching (Role: Joint editor)

(ISBN: 9781032367491)

Research Projects

データベースと高精度地盤調査の連携によるため池群のリスク評価

科学研究費助成事業, 基盤研究(A), 日本学術振興会, Apr, 2024 - Mar, 2028

西村伸一, 柴田俊文, 工藤亮治, 小松満, 珠玖隆行
Development of three-dimensional data-driven site characterization methods and benchmark examples for the methods.

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (B), Japan Society for the Promotion of Science, Apr, 2023 - Mar, 2028
微小・低重力環境下における高効率保水・有機質土壌の生成と展開

科学研究費助成事業, 挑戦的研究(開拓), 日本学術振興会, Jun, 2023 - Mar, 2027

森也寸志, 前田守弘, 登尾浩助, 齊藤忠臣, 珠玖隆行, 宗村広昭
集中群配置型クロスホールミューオン探査手法の開発

科学研究費助成事業, 挑戦的研究(萌芽), 日本学術振興会, Jun, 2022 - Mar, 2025

西村伸一, 柴田俊文, 珠玖隆行
ため池群の保全を目的とした高精度地盤調査法の開発と広域リスク評価

科学研究費助成事業, 基盤研究(A), 日本学術振興会, Apr, 2020 - Mar, 2024

西村伸一, 柴田俊文, 小松満, 吉田郁政, 珠玖隆行
宇宙線を利用した超小型物理探査装置の開発とため池群の広域リスク評価

科学研究費助成事業, 挑戦的研究(萌芽), 日本学術振興会, Jun, 2019 - Mar, 2023

西村伸一, 柴田俊文, 珠玖隆行
A feasibility study on introduction of stock-management system to irrigation facilities in Vietnam

Grants-in-Aid for Scientific Research, Fund for the Promotion of Joint International Research (Fostering Joint International Research (B)), Japan Society for the Promotion of Science, Feb, 2019 - Mar, 2023
Automization of structural design based on machine learning

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, Apr, 2018 - Mar, 2023
Mathematical modeling for local wind fields based on numerical analysis and data-driven modeling

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, Apr, 2018 - Mar, 2022

Suito Hiroshi
Decision making based on high-accuracy specification of geo-structures with use of 3-dimensional survey and inside diagnostic technique

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (A), Japan Society for the Promotion of Science, Apr, 2016 - Mar, 2020

Nishimura Shin-ichi
Health Monitoring for Infrastructures using Mechanoluminescense

Grants-in-Aid for Scientific Research, Grant-in-Aid for Young Scientists (B), Japan Society for the Promotion of Science, Apr, 2015 - Mar, 2018

Shuku Takayuki, NISHIMURA Shin-ichi, SHIBATA Toshifumi
Establish of recycle system for deposited sludge in lakes and ponds by use of classification, dehydration and physico-chemical improvements

Grants-in-Aid for Scientific Research, Grant-in-Aid for Challenging Exploratory Research, Japan Society for the Promotion of Science, Apr, 2015 - Mar, 2018

Nishimura Shin-ichi
Methodology for rockbolt reinforcement and evaluation of interrelation between irrigation tunnels and grounds

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, Apr, 2015 - Mar, 2018

Shibata Toshifumi
Development of total risk evaluation system for the agricultural infrastructures by use of evolutional system reliability theory

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (B), Japan Society for the Promotion of Science, Apr, 2013 - Mar, 2016

Nishimura Shinichi, FUJISAWA Kazunori, SHUKU Takayuki, MIZUMA Keiji, SHIBATA Toshifumi
Development of a design method for agricultural hydraulic systems based on data assimilation

Grants-in-Aid for Scientific Research, Grant-in-Aid for Young Scientists (B), Japan Society for the Promotion of Science, Apr, 2012 - Mar, 2015

SHUKU Takayuki
Development of new geotechnical and agricultural material with use of online control type dehydration and desiccation system of sludge

Grants-in-Aid for Scientific Research, Grant-in-Aid for Challenging Exploratory Research, Japan Society for the Promotion of Science, Apr, 2012 - Mar, 2015

NISHIMURA Shin-ichi, FUJISAWA Kazunori, MURAKAMI Kenji, SHUKU Takayuki, SHUKU Takayuki

Profile Information

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Research History

Education

Awards

Papers

Misc.

Books and Other Publications

Research Projects

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