A review on application of soft computing techniques for the rapid visual safety evaluation and damage classification of existing buildings

E Harirchian, SEA Hosseini, K Jadhav, V Kumari… - Journal of Building …, 2021 - Elsevier
Seismic vulnerability assessment of existing buildings is of great concern around the world.
Different countries develop various approaches and methodologies to overcome the …

A machine learning framework for assessing seismic hazard safety of reinforced concrete buildings

E Harirchian, V Kumari, K Jadhav, R Raj Das… - Applied Sciences, 2020 - mdpi.com
Although averting a seismic disturbance and its physical, social, and economic disruption is
practically impossible, using the advancements in computational science and numerical …

A synthesized study based on machine learning approaches for rapid classifying earthquake damage grades to RC buildings

E Harirchian, V Kumari, K Jadhav, S Rasulzade… - Applied Sciences, 2021 - mdpi.com
A vast number of existing buildings were constructed before the development and
enforcement of seismic design codes, which run into the risk of being severely damaged …

A GIS-based earthquake damage assessment and settlement methodology

M Hashemi, AA Alesheikh - Soil dynamics and earthquake engineering, 2011 - Elsevier
Earthquakes have a greater effect on society than most people think. These effects range
from structural damages to economic impacts and fatalities. An earthquake only lasts for a …

Application of support vector machine modeling for the rapid seismic hazard safety evaluation of existing buildings

E Harirchian, T Lahmer, V Kumari, K Jadhav - Energies, 2020 - mdpi.com
The economic losses from earthquakes tend to hit the national economy considerably;
therefore, models that are capable of estimating the vulnerability and losses of future …

An evaluation of seismic hazard and potential damage in Gaziantep, Turkey using site specific models for sources, velocity structure and building stock

AA Kelam, S Karimzadeh, K Yousefibavil… - Soil Dynamics and …, 2022 - Elsevier
Assessment of potential seismic risk and losses in urban environments is necessary for
several purposes ranging from risk mitigation to city and regional planning. It is well known …

Identification with machine learning techniques of a classification model for the degree of damage to rubber-textile conveyor belts with the aim to achieve sustainability

M Andrejiova, A Grincova, D Marasova - Engineering Failure Analysis, 2021 - Elsevier
This article presents the results of experimental research on belt conveyance systems. The
main objective was to identify the correlations between the occurrence of significant damage …

Rapid screening method for the determination of seismic vulnerability assessment of RC building stocks

O Coskun, A Aldemir, M Sahmaran - Bulletin of Earthquake Engineering, 2020 - Springer
Until recently, seismic vulnerability assessment of large building inventories could only be
done using rapid seismic assessment techniques. These techniques generally use some …

Seismic damage assessment based on regional synthetic ground motion dataset: a case study for Erzincan, Turkey

S Karimzadeh, A Askan, MA Erberik, A Yakut - Natural Hazards, 2018 - Springer
Estimation of seismic losses is a fundamental step in risk mitigation in urban regions.
Structural damage patterns depend on the regional seismic properties and the local building …

An assessment of the 3 February 2002 Cay (Turkey) earthquake (Mw= 6.6): Modeling of ground motions and felt intensity distribution

G Can, A Askan, S Karimzadeh - Soil Dynamics and Earthquake …, 2021 - Elsevier
Estimation of earthquake ground motions is important for several purposes including seismic
design, analysis, risk mitigation and disaster management. For regions with insufficient data …