Earthquake induced liquefaction hazard analysis for Chittagong City using machine learning

Earthquake induced liquefaction hazard analysis for Chittagong City using machine learning

Liquefaction hazard analysis is crucial in earthquake-prone regions as it magnifies structural damage. In this study, standard penetration test (SPT) and shear wave velocity ([Formula: see text]) data of Chittagong City have been used to assess the liquefaction resistance of soils using artificial n...

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Bibliographic Details
Main Authors: Md. Mehedi Hasan, Md. Zillur Rahman, Abul Kashem Faruki Fahim
Format: Article
Language:English
Published: Taylor & Francis Group 2025-12-01
Series:Geomatics, Natural Hazards & Risk
Subjects:
Liquefaction potential index (LPI)
factor of safety (FS)
artificial neural network (ANN)
limit state function (LSF)
surface geology
Chittagong City
Online Access:https://www.tandfonline.com/doi/10.1080/19475705.2025.2451126
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https://www.tandfonline.com/doi/10.1080/19475705.2025.2451126

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