2021
DOI: 10.1155/2021/3230343
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Liquefaction Evaluation Based on Shear Wave Velocity Using Random Forest

Abstract: Liquefaction evaluation on the sands induced by earthquake is of significance for engineers in seismic design. In this study, the random forest (RF) method is introduced and adopted to evaluate the seismic liquefaction potential of soils based on the shear wave velocity. The RF model was developed using the Andrus database as a training dataset comprising 225 sets of liquefaction performance and shear wave velocity measurements. Five training parameters are selected for RF model including seismic magnitude ( … Show more

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Cited by 2 publications
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References 33 publications
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