NISHIO Mayuko

Researcher's full information

Articles

• 高速な深層学習メッシュフリー数値解析のためのニューラルモード分解の定式化と自由表面流れの再構成
  的野 玄; 西尾 真由子
  日本計算工学会論文集/p.20241003, 2024-03
• Enhancing prediction of landslide dam stability through AI models: A comparative study with traditional approaches
  Li X.; Nishio Mayuko; Sugawara K.; Iwanaga S.; Shimad...
  Geomorphology/454, 2024-02
• System fragility evaluation of a curved highway bridge structure considering multi-direction seismic excitations
  Rashid Muhammad; Nishio Mayuko
  ADVANCES IN STRUCTURAL ENGINEERING/26(14)/pp.2672-2692, 2023-10
• Transfer learning Gaussian process regression surrogate model with explainability for structural reliability analyss under variation in uncertainties
  Saida Taisei; Nishio Mayuko
  COMPUTERS & STRUCTURES/281(107014), 2023-06
• TL-GPRSM: A python software for constructing transfer learning Gaussian process regression surrogate model with explainability
  Saida Taisei; Nishio Mayuko
  SOFTWARE IMPACTS/16, 2023-05
• Digital twin framework for real-time dynamic analysis visualization with detecting dynamic changes in structures properties using PINN
  Okuda Toko; Saida Taisei; Matono Gen; Nishio Mayuko
  Proc. SPIE 12486, Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2023/1248616, 2023-04
• 局所損傷を有する構造物のデータ同化性能評価に向けた画像ひずみ分布計測の適用性検討
  佐藤 開; 西尾 真由子
  Journal of Structural Engineering/69A/pp.139-147, 2023-04
• CNN-based segmentation frameworks for structural component and earthquake damage determinations using UAV images
  Saida Taisei; Rashid Muhammad; Nemoto Yudai; Tsukamoto...
  EARTHQUAKE ENGINEERING AND ENGINEERING VIBRATION/22(2)/pp.359-369, 2023/04
• 3次元点群データからの鋼構造薄肉部材のシェル要素FEモデル構築
  中溝 智也; 西尾 真由子
  AI・データサイエンス論文集/3(J2)/pp.786-794, 2022-11
• Evaluation of dynamic impact factor of existing bridges with road surface damages based on dynamic response under traffic flow loading
  Ho Hoai; Nishio Mayuko
  STRUCTURE AND INFRASTRUCTURE ENGINEERING, 2022-11
• Multilevel Structural Components Detection and Segmentation toward Computer Vision-Based Bridge Inspection
  Yu Weilei; Nishio Mayuko
  Sensors/22(9)/p.3502, 2022-05
• Construction of Gaussian Process Regression Surrogate Model for Nonlinear Seismic Response Analysis using ARD Kernel
  才田 大聖; 西尾 真由子
  Journal of Japan Society of Civil Engineers, Ser. A2 (Applied Mechanics)/77(2)/pp.I_93-I_104, 2022-02
• Innovative technologies for infrastructure construction and maintenance through collaborative robots based on an open design approach
  Nagatani Keiji; Abe Masato; Osuka Koichi; Chun Pang-j...
  Advanced Robotics/35(11)/pp.715-722, 2021-05
• Evaluation of dynamic responses of bridges considering traffic flow and surface roughness
  Ho Hoai; Nishio Mayuko
  Engineering Structures/225/p.111256, 2020-12
• RELIABILITY ASSESSMENT OF AN EXISTING STEEL PLATE GIRDER BRIDGE USING POSTERIOR DISTRIBUTIONS OF MODEL PARAMETERS
  KURODA Risa; NISHIO Mayuko
  Journal of JSCE/8(1)/pp.241-254, 2020-10
  
  CiNii
• VISUALIZATION AND UNDERSTANDING OF CONVOLUTIONAL NEURAL NETWORK FOR DAMAGE LEVEL DETERMINATION OF BRIDGE MEMBERS
  西尾 真由子; 栗栖 雄一
  Intelligence, Informatics and Infrastructure/1(1)/pp.92-99, 2020
  
  CiNii
• Application of deep learning to damage level determination of structural members in the bridge inspection
  鈴木 達也; 西尾 真由子
  Journal of JSCE ser. F3/75(1)/pp.48-59, 2019-11
  
  CiNii
• Seismic Risk Analysis Based on Hazard Evaluation and Fragility Analysis Considering Structural Parameter Uncertainties
  サキャ 摩耶; 西尾 真由子; 藤井 浩子
  Journal of Japan Association for Earthquake Engineering/19(6)/pp.6_214-6_224, 2019-10
• Structural change monitoring of a cable-stayed bridge by time-series modeling of the global thermal deformation acquired by GPS
  Le V. H.; Nishio M.
  Journal of Civil Structural Health Monitoring/9(5)/pp.689-701, 2019-10
• Operation of a damaged prestressed-concrete girder bridge with repair in Japan
  Nishio M.; Abé M.
  Proceedings of the Institution of Civil Engineers-Forensic Engineering/172(1)/pp.19-26, 2019-05
• SPARSE SURROGATE MODELING FOR STRUCTURAL RELIABILITY ANALYSIS OF EXISTING BRIDGES
  西尾 真由子; 三浦 正樹; 珠玖 隆行
  Journal of Japan Society of Civil Engineers, Ser. A2/74(2)/pp.I_125-I_136, 2018-12
• Application of GPS tracking system to moving path acquisition of birds
  西尾 真由子; 井上 美樹; 藤野 陽三; 樋口 広芳 時田 賢一 今井 金美 矢澤 正人
  Journal of Wind Engineering/43(4)/pp.143-148, 2018-10
• Application of a regression model for predicting traffic volume from dynamic monitoring data to the bridge safety evaluation
  Wattana K; Nishio M
  Journal of Civil Structural Health Monitoring/7(4)/pp.429-443, 2017-08
• Construction of traffic volume estimation models based on the multiple regression analysis of waveform features extracted from bridge dynamic monitoring data
  伊藤 駿; 西尾 真由子
  Journal of Structural Engineering, A/63A/pp.239-250, 2017-03
• Quality evaluation of fiber-optic strain data acquired in a long-term structural monitoring
  Nishio M
  Sensors and Materials/29(2)/pp.141-152, 2017-02
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