Results 21 to 30 of about 355,000 (288)

Prediction of peak ground acceleration of Iran’s tectonic regions using a hybrid soft computing technique

open access: yesGeoscience Frontiers, 2016
A new model is derived to predict the peak ground acceleration (PGA) utilizing a hybrid method coupling artificial neural network (ANN) and simulated annealing (SA), called SA-ANN.
M. Gandomi   +3 more
semanticscholar   +3 more sources

Prediction of peak ground acceleration using ϵ-SVR, ν-SVR and Ls-SVR algorithm

open access: yesGeomatics, Natural Hazards & Risk, 2017
In this paper, a prediction model is developed using support vector machine for forecasting the parameter associated with ground motion of a seismic signal. The prediction model is developed using three learning algorithms, ϵ-support vector regression, ν-
Sonia Thomas, G.N. Pillai, Kirat Pal
doaj   +2 more sources

A spatial correlation model of peak ground acceleration and response spectra based on data of the Istanbul Earthquake Rapid Response and Early Warning System

open access: yesSoil Dynamics and Earthquake Engineering, 2016
Ground motion intensity measures such as the peak ground acceleration (PGA) and the pseudo-spectral acceleration (PSA) at two sites due to the same seismic event are correlated.
Thomas Wagener   +4 more
semanticscholar   +3 more sources

Machine learning‐based peak ground acceleration models for structural risk assessment using spatial data analysis

open access: yesEarthquake Engineering & Structural Dynamics, 2023
Predicting peak time‐domain ground‐motion parameters, such as peak ground acceleration (PGA), peak ground velocity, and peak ground displacement at a specific location, is challenging because of the limited number of recorded ground motions and the ...
N. Saleem   +3 more
semanticscholar   +1 more source

地震动峰值特征参数对土坡地震响应的规律研究

open access: yesDizhen xuebao, 2021
本文随机选取了100条具有不同地震动峰值特征参数的地震动记录,通过基线校正、积分等方法获取每条地震动的峰值加速度(PGA)、峰值速度(PGV)和峰值位移(PGD)三个参数,进而基于有限元数值模拟,通过对比同一个观测点不同峰值特征参数的特性与不同观测点同一峰值特征参数的特性来研究土坡的地震响应规律,分析各地震动峰值特征参数与土坡地震响应的相关性。计算结果表明:PGA,PGV和PGD与土坡地震响应都具有良好的正相关性,其相关性系数平均值分别为0.868,0.981,0.926 ...
Lurong Du   +3 more
doaj   +1 more source

Peak Ground Acceleration Models Predictions Utilizing Two Metaheuristic Optimization Techniques

open access: yesLatin American Journal of Solids and Structures, 2022
Peak ground acceleration (PGA) is frequently used to describe ground motions accurately to defined the zone is critical for structural engineering design.
M. Hason   +5 more
semanticscholar   +1 more source

Ground motion prediction equations based on shallow crustal earthquakes in Georgia and the surrounding Caucasus

open access: yesEarthquake Science, 2022
Strong ground motions caused by earthquakes with magnitudes ranging from 3.5 to 6.9 and hypocentral distances of up to 300 km were recorded by local broadband stations and three-component accelerograms within Georgia’s enhanced digital seismic network ...
Nato Jorjiashvili   +4 more
doaj   +1 more source

Early Peak Ground Acceleration Prediction for On-Site Earthquake Early Warning Using LSTM Neural Network

open access: yesFrontiers in Earth Science, 2021
On-site earthquake early warning techniques, which issue alerts based on seismic waves measured at a single station, are promising, and have performed quite successfully during some damaging earthquakes.
T. Hsu, Atteroni Pratomo
semanticscholar   +1 more source

Spatial distribution of bedrock level peak ground acceleration in the National Capital Region of India using geographic information system

open access: yesGeomatics, Natural Hazards & Risk, 2021
The probabilistic seismic hazard analysis is conducted for the seismically active National Capital Region (NCR) of India, one of the most densely populated regions in the world, to quantify the peak ground acceleration (P GA) at bedrock level by ...
Laxmi Gupta, Navdeep Agrawal, J. Dixit
semanticscholar   +1 more source

Particle swarm optimization technique based prediction of peak ground acceleration of Iraq’s tectonic regions

open access: yesJournal of King Saud University - Engineering Sciences, 2021
Peak ground acceleration ( PGA ) is one of the critical factors that affect the determination of earthquake intensity. PGA is generally utilized to describe ground-motion in a particular zone, and is able to efficiently predict the parameters of site ...
M. Hason, A. N. Hanoon, A. Abdulhameed
semanticscholar   +1 more source

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