A Stacked Generalization Model to Enhance Prediction of Earthquake-Induced Soil Liquefaction

A Stacked Generalization Model to Enhance Prediction of Earthquake-Induced Soil Liquefaction

Earthquakes cause liquefaction, which disturbs the design phase during the building construction process. The potential of earthquake-induced liquefaction was estimated initially based on analytical and numerical methods. The conventional methods face problems in providing empirical formulations in...

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Bibliographic Details
Main Authors: Sri Preethaa, Yuvaraj Natarajan, Arun Pandian Rathinakumar, Dong-Eun Lee, Young Choi, Young-Jun Park, Chang-Yong Yi
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Sensors
Subjects:
liquefaction
prediction
machine learning
ensemble models
settlement
data augmentation
Online Access:https://www.mdpi.com/1424-8220/22/19/7292

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