Probabilistic evaluation of CPT-based seismic soil liquefaction potential: towards the integration of interpretive structural modeling and bayesian belief network

Probabilistic evaluation of CPT-based seismic soil liquefaction potential: towards the integration of interpretive structural modeling and bayesian belief network

This paper proposes a probabilistic graphical model that integrates interpretive structural modeling (ISM) and Bayesian belief network (BBN) approaches to predict cone penetration test (CPT)-based soil liquefaction potential. In this study, an ISM approach was employed to identify relationships betw...

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Bibliographic Details
Main Authors: Mahmood Ahmad, Feezan Ahmad, Jiandong Huang, Muhammad Junaid Iqbal, Muhammad Safdar, Nima Pirhadi
Format: Article
Language:English
Published: AIMS Press 2021-10-01
Series:Mathematical Biosciences and Engineering
Subjects:
bayesian belief network
cone penetration test
liquefaction potential
interpretive structural modeling
sensitivity analysis
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2021454?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2021454?viewType=HTML

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