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Estimation of Soil Water Characteristic Curve Using Machine-Learning Algorithms and Its Application in Embankment Response
Publisher: American Society of Civil Engineers
Abstract: The parameters of the soil water characteristic curve (SWCC) play a pivotal role in the examination of unsaturated soil behavior. This study employs three machine learning models—random forest (RF), extreme gradient boosting ...
Effect of Rainfall Infiltration on the Stability of Compacted Embankments
Publisher: ASCE
Abstract: Rainfall infiltration causes the collapse of unsaturated embankments due to loss of suction. In this paper, the Barcelona Basic Model (BBM), a constitutive model developed for unsaturated soils, was implemented in Fast ...
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