Shimamoto Yuma

Affiliation and department：

Research field (3)： Environmental materials/recycling technology , Rural environmental engineering and planning , Civil engineering (materials, implementation, construction management)

Research theme for competitive and other funds (3)：

2020 - 2023 農村地域の持続的発展に資する稲副産物を活用した緑化基盤材の開発
2018 - 2020 Development of environmentally-friendly greening material utilized agricultural wastes
2016 - 2018 稲副産物を利用した地盤材料の開発による循環システムの確立

Papers (42)：

Kazuma Shibano, Nadezhda Morozova, Yuma Shimamoto, Ninel Alver, Tetsuya Suzuki. Improvement of crack detectivity for noisy concrete surface by machine learning methods and infrared images. Case Studies in Construction Materials. 2024. 20. e02984-e02984
Omair Inderyas, Ninel Alver, Sena Tayfur, Yuma Shimamoto, Tetsuya Suzuki. Deep Learning-Based Acoustic Emission Signal Filtration Model in Reinforced Concrete. Arabian Journal for Science and Engineering. 2024
Kazuma Shibano, Nadezhda Morozova, Yuji Ito, Yuma Shimamoto, Yuki Tachibana, Kakutaro Suematsu, Atsushi Chiyoda, Hisaya Ito, Tetsuya Suzuki. Evaluation of surface damage for in-service deteriorated agricultural concrete headworks using 3D point clouds by laser scanning method. Paddy and Water Environment. 2024
Tetsuya Suzuki, Yuma Shimamoto. Development of Rice Husk Ash as a Cement Substitute for Environmental Conservation and Its Effective Use in Green Infrastructures. RILEM Bookseries. 2023. 771-781
Yuma Shimamoto, Tetsuya Suzuki. Generation of Electric Energy from Gasifying Rice Husk and Utilization of Its By-Products to Cementitious Materials. RILEM Bookseries. 2023. 973-981

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Books (4)：

農業用鋼矢板水路の機能診断と保全-非破壊検査と新たな材料開発-
2022 ISBN:9784842505893
Acoustic Emission and Related Non-destructive Evaluation Techniques in the Fracture Mechanics of Concrete, 2nd Edition
2020
農業用鋼矢板水路の腐食実態と長寿命化対策-補修・補強・更新への性能設計-
株式会社養賢堂 2019
鋼矢板水路の腐食実態と補修・補強対策
第一印刷所 2017

Lectures and oral presentations (11)：

Estimation of Concrete Mechanical Properties by Acoustic Emission with Random Forest Algorithm
(NDT-CE 2022 - The International Symposium on Nondestructive Testing in Civil Engineering 2022)
Estimation of Concrete Strength by Machine Learning of AE waves
(2022)
Use of Random Forest for Estimating Mechanical Properties of Agro-infrastructure’s Concrete
(PAWEES 2021 INTERNATIONAL CONFERENCE 2021)
Frequency Characteristics of Acoustic Emission Caused by Drought-induced Plant’s Stress
(2019 SEOUL INWEPF & PAWEES International Conference 2019)
Use of X-ray CT and AE Method for Evaluation of Cracking Damage in-service Concrete Structure
(The 14th International Symposium on Advanced Science and Technology in Experimental Mechanics 2019)

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Professional career (1)：

博士(農学) (新潟大学)

Work history (2)：

2021/09 - 現在 Tokyo University of Agriculture and Technology Institute of Agriculture
2018/04 - 2021/08 Kitasato University School of Veterinary Medicine, Department of Environmental Bioscience

Committee career (2)：

2018/09 - 現在日本国際地域開発学会・学会誌編集委員
2018/04 - 現在農業農村工学会・材料施工研究部会・幹事

Awards (13)：

2022/08 - 農業農村工学会研究奨励賞農業農村工学へのAcoustic Emission法の応用と機械学習による精度向上に関する一連の研究
2021/09 - 農業農村工学会優秀論文賞決定木を用いた道路橋RC床版における遊離石灰抽出に関する研究
2021/04 - 材料学会第32回信頼性シンポジウム優秀研究発表賞(社会人部門) ディジタル画像の機械学習を用いた鋼矢板護岸における板厚評価
2020/12 - 農業農村工学会材料施工研究部会研究奨励賞画像解析による損傷が進行した社会・産業インフラの非破壊検査に関する研究
2019/11 - 日本国際地域開発学会若手優秀論文賞農業副産物の循環利用を考慮した地域環境保全に関する研究-もみ殻によるエネルギと緑化資材の創出-

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Association Membership(s) (5)：

JAPAN SOCIETY OF CIVIL ENGINEERS , THE JAPANESE SOCIETY OF IRRIGATION, DRAINAGE AND RURAL ENGINEERING , 材料学会 , 農業情報学会 , 日本非破壊検査協会

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