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Seismic Fragility Assessment using Explainable Deep Kernel Learning Surrogate Model considering Structural and Seismic Uncertainties

IABSE, 2025

Gaussian Process Regression Surrogate Model for Seismic Vulnerability Assessment of Highway Bridge Structure System

EVACES, 2023

Gaussian process regression surrogate model for dynamic analysis to account for uncertainties in seismic loading

SPIE, 2023

Digital twin framework for real-time dynamic analysis visualization with detecting dynamic changes in structures properties using PINN

SPIE, 2023

転移学習ガウス過程回帰サロゲートモデルによる構造性能解析の計算負荷低減

計算工学講演会論文集, 2022

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

計算工学講演会論文集, 2021