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ExSRNet: Explainable deep learning model for seismic response prediction with frequency attention mechanism

Engineering Structures, 2025

Optical Flow-Based Structural Anomaly Detection in Seismic Events From Video Data Combined With Computational Cost Reduction Through Deep Learning

Structural Control and Health Monitoring, 2025

System fragility analysis of highway bridge using multi-output Gaussian process regression surrogate model

Advances in Structural Engineering, 2024

Transfer learning Gaussian process regression surrogate model with explainability for structural reliability analysis under variation in uncertainties

Computers & Structures, 2023

TL-GPRSM: A python software for constructing transfer learning Gaussian process regression surrogate model with explainability

Software Impacts, 2023

CNN-based segmentation frameworks for structural component and earthquake damage determinations using UAV images

Earthquake Engineering and Engineering Vibration, 2023

ARD カーネルによる非線形地震応答解析のガウス過程回帰代替モデル構築

土木学会論文集A2（応用力学）, 2021