Assessment of Earthquake Destructive Power to Structures Based on Machine Learning Methods

Assessment of Earthquake Destructive Power to Structures Based on Machine Learning Methods

This study presents a machine learning-based method for the destructive power assessment of earthquake to structures. First, the analysis procedure of the method is presented, and the backpropagation neural network (BPNN) and convolutional neural network (CNN) are used as the machine learning algori...

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Bibliographic Details
Main Authors: Ruihao Zheng, Chen Xiong, Xiangbin Deng, Qiangsheng Li, Yi Li
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:Applied Sciences
Subjects:
machine learning
backpropagation neural network
convolutional neural network
seismic damage simulation
time-history analysis
earthquake destructive power
Online Access:https://www.mdpi.com/2076-3417/10/18/6210

Internet

https://www.mdpi.com/2076-3417/10/18/6210

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