Machine learning for risk and resilience assessment in structural engineering: Progress and future trends

X Wang, RK Mazumder, B Salarieh… - Journal of Structural …, 2022 - ascelibrary.org
Population growth, economic development, and rapid urbanization in many areas have led
to increased exposure and vulnerability of structural and infrastructure systems to hazards …

Regional seismic risk and resilience assessment: Methodological development, applicability, and future research needs–An earthquake engineering perspective

A Du, X Wang, Y Xie, Y Dong - Reliability Engineering & System Safety, 2023 - Elsevier
Given the devastating losses incurred by past major earthquake events together with the
ever-increasing global seismic exposures due to population growth and urbanization …

Probabilistic framework to evaluate the resilience of engineering systems using Bayesian and dynamic Bayesian networks

O Kammouh, P Gardoni, GP Cimellaro - Reliability Engineering & System …, 2020 - Elsevier
Resilience indicators are a convenient tool to assess the resilience of engineering systems.
They are often used in preliminary designs or in the assessment of complex systems. This …

Restoration models for quantifying flood resilience of bridges

SA Mitoulis, SA Argyroudis, M Loli, B Imam - Engineering structures, 2021 - Elsevier
Bridges are the most vulnerable assets of our transport networks. They are
disproportionately exposed to and hit by multiple natural hazards, with flooding being the …

Integrated platform to assess seismic resilience at the community level

S Marasco, A Cardoni, AZ Noori, O Kammouh… - Sustainable Cities and …, 2021 - Elsevier
Due to the increasing frequency of disastrous events, the challenge of creating large-scale
simulation models has become of major significance. Indeed, several simulation strategies …

[HTML][HTML] Disaster resilience quantification of communities: A risk-based approach

S Marasco, O Kammouh, GP Cimellaro - International Journal of Disaster …, 2022 - Elsevier
Community and infrastructure resilience against natural and man-made hazards is
paramount for the well-being of modern societies. To adapt to the fast-changing world …

Resilience assessment of urban communities

O Kammouh, A Zamani Noori… - ASCE-ASME Journal …, 2019 - ascelibrary.org
The multiple uncertainties of both natural and human-caused disasters have attracted
increased attention to the topic of resilience engineering. In this paper, an indicator-based …

Seismic resilience assessment of emergency departments based on the state tree method

Q Shang, T Wang, J Li - Structural Safety, 2020 - Elsevier
Hospital emergency departments are highly important systems and treat injured people
during earthquakes. It is essential that their functionality is maintained during or recovered …

Multiobjective optimization model for emergency evacuation planning in geographical locations with vulnerable population groups

MA Dulebenets, J Pasha, M Kavoosi… - … of Management in …, 2020 - ascelibrary.org
A large-scale emergency evacuation due to an approaching natural disaster requires local
and state administrations to make important decisions regarding evacuation routes …

Downtime estimation of building structures using fuzzy logic

M De Iuliis, O Kammouh, GP Cimellaro… - International journal of …, 2019 - Elsevier
Residential buildings are designed to withstand earthquake damage because it causes the
buildings to be inhabitable for a period of time, called the downtime. This paper introduces a …