Monthly Distribution of Global Horizontal Irradiance (GHI) in Yulin Region (Data Source: https://energyplus.net/weather-search/yulin). حسب Juan Ren (733592)

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pone.0330913.t005 - حسب Juan Ren (733592)

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Monthly Statistical Distribution of Temperature (Left) and Precipitation (Right) in Yulin Region [28]. حسب Juan Ren (733592)

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Correlation analysis between building parameters and summer UTCI and annual SRA. حسب Juan Ren (733592)

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Constraint conditions. حسب Juan Ren (733592)

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Trend analysis of multi-objective optimization parameters. حسب Juan Ren (733592)

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Optical and thermal physical property parameters of building materials. حسب Juan Ren (733592)

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Residential optimization scheme model of the last generation solution set. حسب Juan Ren (733592)

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Results of multi-objective optimization. حسب Juan Ren (733592)

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Scatter distribution of the pareto optimal solutions. حسب Juan Ren (733592)

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Supporting information. حسب Juan Ren (733592)

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The length and width of main residential buildings in Yulin. حسب Juan Ren (733592)

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Parallel coordinate plot of the optimization process. حسب Juan Ren (733592)

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Comparison of main influencing factors presented by different analytical methods. حسب Juan Ren (733592)

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Correlation between measured and simulated data. حسب Juan Ren (733592)

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Heatmap of the regression correlation between morphological parameters and summer UTCI and annual SRA. حسب Juan Ren (733592)

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Characteristic morphology of the residential development. حسب Juan Ren (733592)

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Optimal layout model for high-rise residential areas in Yulin. حسب Juan Ren (733592)

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Schematic of basic architectural layout morphological parameter modeling. حسب Juan Ren (733592)

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Heatmap of CNN correlation weights between morphological parameters and summer UTCI and annual SRA. حسب Juan Ren (733592)

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