Research field (2)：
Statistical science
, Marine and maritime engineering
Research theme for competitive and other funds (6)：
2024 - 2027 空間データを利用した台風下の多変量極値統計解析
2020 - 2023 計測融合解析によるドリルビット挙動把握と機械学習による掘削状態識別への展開
2017 - 2020 Study on the flow elasticity phenomena of multiple vertically placed large diameter bore pipes under the current.
2017 - 2020 Innovative wave monitoring system using autonomous drones
2015 - 2018 Characterizing extreme waves around Japan
2015 - 2017 Next generation wave prediction by using drones
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Papers (38)：
Ryota Wada, Hiroaki Hajohta, Yoshihiro Konno, Marcio Yamamoto, Toru Sato, Yoshitaka Yamamoto, Michihiro Muraoka, Kiyofumi Suzuki, Shuhei Ninomiya. Design of closed loop for reproduction of gas-dominated hydrate flow. Review of Scientific Instruments. 2024
Kenya Suzuki, Ryota Wada, Yoshihiro Konno, Kazuo Hiekata, Takashi Nanjo, Sadao Nagakubo. Impact of epistemic uncertainty on tradeoff in model-based decision support for methane hydrate development system design. Applied Energy. 2024
Tatsuya Kaneko, Tomoya Inoue, Yujin Nakagawa, Ryota Wada, Shungo Abe, Gota Yasutake, Kazuhiro Fujita. Hybrid Approach Using Physical Insights and Data Science for Stuck-Pipe Prediction. SPE Journal. 2023. 1-10
Tatsuya Kaneko, Ryota Wada, Masahiko Ozaki, Tomoya Inoue. Hybrid physics-based and machine learning model with interpretability and uncertainty for real-time estimation of unmeasurable parts. Ocean Engineering. 2023. 284. 115267-115267
Shun Kojima, Ryota Wada, Hideaki Murayama. Estimation of Subsea Line Structure Behavior Based on Sequential Data Assimilation with Distributed Sensing. Journal of Offshore Mechanics and Arctic Engineering. 2023. 145. 5. 1-8
金子 達哉, 井上 朝哉, 中川 友進, 和田 良太, 三好 啓介, 安部 俊吾, 黒田 耕平. 物理的知見と掘削データの活用による抑留予兆検知手法の性能評価-Performance Evaluation of Early Stuck Sign Detection Methods Using Physical Knowledge and Drilling Data. 日本船舶海洋工学会講演会論文集 Conference proceedings, the Japan Society of Naval Architects and Ocean Engineers. 2023. 36. 485-490
Tatsuya Kaneko, Tomoya Inoue, Yujin Nakagawa, Ryota Wada, Keisuke Miyoshi, Shungo Abe, Kouhei Kuroda, Kazuhiro Fujita. Hybrid Approach Using Physical Insights and Data Science for Early Stuck Detection. Day 2 Tue, May 02, 2023. 2023
井上朝哉, 金子達哉, 鈴木博善, RHEEM Chang-Kyu, 和田良太, 勝井辰博. Research Activities on Drill Pipe Dynamics. 日本船舶海洋工学会講演会論文集(CD-ROM). 2023. 37
井上朝哉, 金子達哉, 中川友進, 和田良太, 安部俊吾, 安武剛太, 藤田和宏. Research on Anomaly Detection in Drilling Operations by Applying Machine Learning. 日本船舶海洋工学会講演会論文集(CD-ROM). 2023. 37
安部俊吾, 井上朝哉, 金子達哉, 和田良太, 藤田和宏, 黒田耕平, 及川敦司, 蛯谷亮. Case study or digital technology development for predictive detection of drilling-related problems. 石油技術協会特別講演会・春季講演会(シンポジウム・個人講演)要旨集(CD-ROM). 2023. 2023
