Seismic Reliability Analysis of Structures by an Adaptive Support Vector Regression-Based Metamodel
A Roy, S Chakraborty - Journal of Earthquake Engineering, 2024 - Taylor & Francis
The dual metamodeling approach is usually adopted to tackle the stochastic nature of
earthquakes in seismic reliability analysis relying on the lognormal response assumption …
earthquakes in seismic reliability analysis relying on the lognormal response assumption …
Reliability‐Based Multi‐Hazard Design Optimization of Base‐Isolated Buildings
The design optimization of structures under multi-hazard scenarios is challenging,
especially when different hazards have contradicting influences on the selection of design …
especially when different hazards have contradicting influences on the selection of design …
Reliability-Based Design Optimization of Structures Considering Uncertainties of Earthquakes Based on Efficient Gaussian Process Regression Metamodeling
Y Xiao, F Yue, X Wang, X Zhang - Axioms, 2022 - mdpi.com
The complexity of earthquakes and the nonlinearity of structures tend to increase the
calculation cost of reliability-based design optimization (RBDO). To reduce computational …
calculation cost of reliability-based design optimization (RBDO). To reduce computational …
Seismic fragility analysis of structures based on adaptive gaussian process regression metamodel
Y Xiao, F Yue, X Zhang - Shock and Vibration, 2021 - Wiley Online Library
Metamodel‐based seismic fragility analysis methods can overcome the challenge of high
computational costs of problems considering the uncertainties of earthquakes and structural …
computational costs of problems considering the uncertainties of earthquakes and structural …
[HTML][HTML] Seismic reliability analysis of nonlinear structures by active learning-based adaptive sparse Bayesian regressions
Abstract The Monte Carlo simulation (MCS) technique is quite simple in concept and the
most accurate for seismic reliability analysis (SRA) of structures involving nonlinear seismic …
most accurate for seismic reliability analysis (SRA) of structures involving nonlinear seismic …
Accelerating uncertainty quantification in incremental dynamic analysis using dimension reduction-based surrogate modeling
We propose a surrogate modeling framework based on dimension reduction to facilitate the
quantification of seismic risk of structural systems in performance-based earthquake …
quantification of seismic risk of structural systems in performance-based earthquake …
Time-dependent seismic reliability of isolated bridges considering ageing deterioration of lead rubber bearings
H Matsuzaki - Structure and Infrastructure Engineering, 2022 - Taylor & Francis
Seismic isolation is an effective technology for mitigating the seismic damage to bridges.
However, rupture and large cracks of laminated rubber bearings, including lead rubber …
However, rupture and large cracks of laminated rubber bearings, including lead rubber …
Design optimization of hybrid isolation bearing for base-isolated buildings catering to multi-level performance fortification criteria
W He, J Qiao, K Ye, H Xu - Structures, 2023 - Elsevier
The adaptive seismic isolation system has attracted significant attention from researchers
due to its multi-stage behavior and which can be used for multi-staged performance-based …
due to its multi-stage behavior and which can be used for multi-staged performance-based …
Seismic Fragility Analysis of Base-Isolated Structures Based on Response Surface Method
C Luo, H Wang, X Guo, F Wang, K Tao… - ASCE-ASME Journal of …, 2023 - ascelibrary.org
Base-isolated structures face a risk of damage under the action of earthquakes, and base
isolation devices may be susceptible to damage during severe earthquakes. This study …
isolation devices may be susceptible to damage during severe earthquakes. This study …
Multi-objective optimization of nano-silica modified cement-based materials mixed with supplementary cementitious materials based on response surface method
X Zhang, L Lin, M Bi, H Sun, H Chen, Q Li… - Frontiers in Materials, 2021 - frontiersin.org
This paper investigates the effect of supplementary cementitious materials (SCMs) on the
fresh and mechanical properties of nano-silica modified cement-based materials (NSMCBM) …
fresh and mechanical properties of nano-silica modified cement-based materials (NSMCBM) …