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RISEstimation 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 ...
Effects of Rebar Size and Volume Fraction of Glass Fibers on Tensile Strength Retention of GFRP Rebars in Alkaline Environment via RSM and SHAP Analyses
Publisher: ASCE
Abstract: This study evaluates the degradation of glass fiber reinforced polymer (GFRP) rebars in alkaline environment under accelerating aging in terms of tensile strength retention (TSR). In addition to environmental conditions ...