Taisei Saida
Taisei Saida
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Gaussian Process Regression
Seismic Fragility Assessment using Explainable Deep Kernel Learning Surrogate Model considering Structural and Seismic Uncertainties
IABSE, 2025
System fragility analysis of highway bridge using multi-output Gaussian process regression surrogate model
Advances in Structural Engineering, 2024
Gaussian Process Regression Surrogate Model for Seismic Vulnerability Assessment of Highway Bridge Structure System
EVACES, 2023
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
Gaussian process regression surrogate model for dynamic analysis to account for uncertainties in seismic loading
SPIE, 2023
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