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    Estimation of Soil Water Characteristic Curve Using Machine-Learning Algorithms and Its Application in Embankment Response 

    Source: Journal of Computing in Civil Engineering:;2025:;Volume ( 039 ):;issue: 003:;page 04025012-1
    Author(s): Rakshanda Showkat; Fazal E. Jalal; G. L. Sivakumar Babu
    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 ...
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    Effect of Rainfall Infiltration on the Stability of Compacted Embankments 

    Source: International Journal of Geomechanics:;2022:;Volume ( 022 ):;issue: 007:;page 04022104
    Author(s): Rakshanda Showkat; Hojjat Mohammadi; G. L. Sivakumar Babu
    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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