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J-GLOBAL ID：201901013960965655 Update date: Feb. 26, 2025

Fukushige Yudai

フクシゲユウダイ | Fukushige Yudai

Affiliation and department：

Research field (1)： Hydroengineering

Research theme for competitive and other funds (2)：

Papers (16)：

Nobuaki KIMURA, Hiroki MINAKAWA, Masaomi KIMURA, Yudai FUKUSHIGE, Ikuo YOSHINAGA. APPLICATION OF PHYSICS-INFORMED NEURAL NETWORKS (PINN) COUPLED WITH ONE-DIMENSIONAL UNSTEADY FLOW SIMULATION TO OPEN CHANNEL FLOW. Japanese Journal of JSCE. 2025. 81. 16. n/a-n/a
KIMURA Nobuaki, MINAKAWA Hiroki, FUKUSHIGE Yudai, YOSHINAGA Ikuo, BABA Daichi. EXAMINATION OF IMPROVING FLOOD PREDICTION ACCURACY USING A TIMESNET MODEL. Advances in River Engineering. 2024. 30. 611-616
Nobuaki KIMURA, Hiroki MINAKAWA, Yudai FUKUSHIGE, Ikuo YOSHINAGA, Daichi BABA. WATER LEVEL PREDICTIONS THAT VISUALIZE UNCERTAINTY USING LSTM COUPLED WITH ALTERNATIVE METHODS IN BAYESIAN INFERENCE AT A RESERVOIR NEAR A DRAINAGE PUMPING STATION. Japanese Journal of JSCE. 2024. 80. 22
Nobuaki KIMURA, Hiroki MINAKAWA, Yudai FUKUSHIGE, Daichi BABA. CREATION AND VERIFICATION OF A PRETRAINED MODEL FOR RIVER FLOOD PREDICTIONS. Japanese Journal of JSCE. 2024. 80. 16
Nobuaki Kimura, Hiroki Minakawa, Masaomi Kimura, Yudai Fukushige, Daichi Baba. Examining practical applications of a neural network model coupled with a physical model and transfer learning for predicting an unprecedented flood at a lowland drainage pumping station. Paddy and Water Environment. 2023

MISC (4)：

中田達, 島崎昌彦, 福重雄大, 吉瀬弘人, 吉永育生. 画像解析を用いたゲート開度監視システムの実用化に向けて-Toward the Practical Application of Gate Opening Monitoring System with Image Analysis-小特集データ駆動型社会の実現に向け加速するICT・解析技術. 水土の知 : 農業土木学会誌, journal of Japanese Society of Irrigation, Drainage and Reclamation Engineering / 農業農村工学会編. 2023. 91. 6. 377-380
皆川裕樹, 木村延明, 福重雄大, 相原星哉. 低平農地域における豪雨時の浸水状況推定にむけた水位データベースの簡易構築手法. 水文・水資源学会研究発表会要旨集(Web). 2022. 2022
Development of a Real-time Flood Prediction Model with Deep Learning and Physical Simulation. 2021. 89. 1. 11-14
Remote Monitoring for the Water-Gate Position and Water Level Using Image Analysis. 2021. 89. 1. 15-18

Lectures and oral presentations (16)：

PIV解析を用いた管路内非定常流況シミュレーションモデルの開発
(2024年度(第73回)農業農村工学会大会講演会 2024)
ポリ塩化ビニル管における圧力変動を用いた漏水検知法の検証
(2024年度(第73回)農業農村工学会大会講演会 2024)
物理情報を組込んだニューラルネットワークの排水解析計算への適用
(2024年度(第73回)農業農村工学会大会講演会 2024)
多数の水利施設を有する農業用排水路における水深多地点観測網の構築事例
(2024年度(第73回)農業農村工学会大会講演会 2024)
拡散モデルによる多様な時空間分布特性を備えた降雨データ生成の試み
(2024年度(第73回)農業農村工学会大会講演会 2024)

Education (1)：

Work history (2)：

2021/04 - 現在 National Agriculture and Food Research Organization Institute for Rural Engineering, NARO
2019/04 - 2021/03 National Agriculture and Food Research Organization Institute for Rural Engineering, NARO

Awards (1)：

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