Regional seismic risk and resilience assessment: Methodological development, applicability, and future research needs–An earthquake engineering perspective
Given the devastating losses incurred by past major earthquake events together with the
ever-increasing global seismic exposures due to population growth and urbanization …
ever-increasing global seismic exposures due to population growth and urbanization …
Consistent seismic hazard and fragility analysis considering combined capacity-demand uncertainties via probability density evolution method
A consistent seismic hazard and fragility framework considering combined capacity-demand
uncertainties is proposed, in light of the probability density evolution method (PDEM). The …
uncertainties is proposed, in light of the probability density evolution method (PDEM). The …
Optimization-based stacked machine-learning method for seismic probability and risk assessment of reinforced concrete shear walls
F Kazemi, N Asgarkhani, R Jankowski - Expert Systems with Applications, 2024 - Elsevier
Efficient seismic risk assessment aids decision-makers in formulating citywide risk mitigation
plans, providing insights into building performance and retrofitting costs. The complexity of …
plans, providing insights into building performance and retrofitting costs. The complexity of …
Assessment of various seismic fragility analysis approaches for structures excited by non-stationary stochastic ground motions
A probabilistic assessment is performed using different seismic fragility analysis approaches
for structures under non-stationary stochastic ground motions. Four commonly used …
for structures under non-stationary stochastic ground motions. Four commonly used …
Developing data-driven surrogate models for holistic performance-based assessment of mid-rise RC frame buildings at early design
MZ Esteghamati, MM Flint - Engineering Structures, 2021 - Elsevier
This paper presents a framework to develop generalizable surrogate models to predict
seismic vulnerability and environmental impacts of a class of buildings at a particular …
seismic vulnerability and environmental impacts of a class of buildings at a particular …
A KDE-based non-parametric cloud approach for efficient seismic fragility estimation of structures under non-stationary excitation
With the development of performance-based earthquake engineering, the risk-informed
assessment framework has received broad recognition over the world, of which the …
assessment framework has received broad recognition over the world, of which the …
Evaluating the application of K-mean clustering in Earthquake vulnerability mapping of Istanbul, Turkey
Performing the most up-to-date and accurate vulnerability assessment is key to an effective
earthquake disaster management. In cities like Istanbul (Turkey) with a high rate of urban …
earthquake disaster management. In cities like Istanbul (Turkey) with a high rate of urban …
Simplified seismic loss assessment for optimal structural retrofit of RC buildings
This study deals with selecting optimal seismic retrofit solutions for reinforced concrete (RC)
buildings. To this aim, multi-criteria decision-making (MCDM) is implemented explicitly …
buildings. To this aim, multi-criteria decision-making (MCDM) is implemented explicitly …
Surrogate probabilistic seismic demand modelling of inelastic single‐degree‐of‐freedom systems for efficient earthquake risk applications
This paper proposes surrogate models (or metamodels) mapping the parameters controlling
the dynamic behaviour of inelastic single‐degree‐of‐freedom (SDoF) systems (ie, force …
the dynamic behaviour of inelastic single‐degree‐of‐freedom (SDoF) systems (ie, force …
Cloud Capacity Spectrum Method: Accounting for record-to-record variability in fragility analysis using nonlinear static procedures
This paper investigates a number of computational issues related to the use of nonlinear
static procedures in fragility analysis of structures. Such approaches can be used to …
static procedures in fragility analysis of structures. Such approaches can be used to …