Prediction of Liquefaction-Induced Lateral Displacements Using Gaussian Process Regression

Prediction of Liquefaction-Induced Lateral Displacements Using Gaussian Process Regression

During severe earthquakes, liquefaction-induced lateral displacement causes significant damage to designed structures. As a result, geotechnical specialists must accurately estimate lateral displacement in liquefaction-prone areas in order to ensure long-term development. This research proposes a Ga...

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Bibliographic Details
Main Authors: Mahmood Ahmad, Maaz Amjad, Ramez A. Al-Mansob, Paweł Kamiński, Piotr Olczak, Beenish Jehan Khan, Arnold C. Alguno
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Applied Sciences
Subjects:
lateral displacement
liquefaction
Gaussian process regression
sensitivity analysis
machine learning
Online Access:https://www.mdpi.com/2076-3417/12/4/1977

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