Empirical model establishment process. حسب Hongqi Wang (2208238)

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Model prediction error trend chart. حسب Hongqi Wang (2208238)

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Comparison of measured and predicted values of empirical model prediction. حسب Hongqi Wang (2208238)

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Basic physical parameters of red clay. حسب Hongqi Wang (2208238)

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BP neural network structure diagram. حسب Hongqi Wang (2208238)

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The schematic diagram of the change law of the internal pores of the sample during the freeze-thaw cycle. حسب Hongqi Wang (2208238)

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SEM images of improved soil under different freeze-thaw cycles. حسب Hongqi Wang (2208238)

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Structure diagram of GBDT model. حسب Hongqi Wang (2208238)

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Model prediction error analysis index. حسب Hongqi Wang (2208238)

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Fitting curve parameter table. حسب Hongqi Wang (2208238)

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Relationship between thermal conductivity and dry density. حسب Hongqi Wang (2208238)

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The relationship between the thermal conductivity of the improved soil and the freeze-thaw cycle. حسب Hongqi Wang (2208238)

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The relationship between thermal conductivity and water content. حسب Hongqi Wang (2208238)

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Model prediction error analysis. حسب Hongqi Wang (2208238)

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Parameters used in the simulations. حسب Yongfeng Zhu (7361045)

"…<div><p>Particle morphology and size are fundamental characteristics that significantly influence the mechanical behavior of granular materials. …"

Two ellipsoidal particles in contact. حسب Yongfeng Zhu (7361045)

"…<div><p>Particle morphology and size are fundamental characteristics that significantly influence the mechanical behavior of granular materials. …"

Different contact patterns for two ellipsoids. حسب Yongfeng Zhu (7361045)

"…<div><p>Particle morphology and size are fundamental characteristics that significantly influence the mechanical behavior of granular materials. …"

Forest plot between UCAR and cognitive impairment. حسب Yubo Teng (21246745)

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Flowchart of participants in this study. حسب Yubo Teng (21246745)

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Nonlinear relationship between UACR and cognitive impairment. حسب Yubo Teng (21246745)

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