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Sculpt嵌套势框架预测城市风场

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2026年10月7日,arXiv Machine Learning Theory发布论文,提出Sculpt,一种嵌套势函数框架,用于运动学可容许的城市风预测。该框架把无散度与壁面不可穿透约束直接嵌入参数化,在三维交错网格上通过体积向量势的离散旋度生成无散度速度更新,并用共享标量势约束边界,无需逐步压力投影。为评估精度与运动学可容许性,作者发布了UrbanWindFlow数据集,覆盖多种城市形态与来流条件。

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Oct 7, 2026
  1. arXiv · Machine Learning Theory
    Sculpt:用于运动学可容许城市风预测的嵌套势函数框架

    论文提出 Sculpt,一种嵌套势函数框架,把无散度与壁面不可穿透约束直接嵌入参数化,在三维交错网格上通过体积向量势的离散旋度生成无散度速度更新,并用共享标量势约束边界、无需逐步压力投影。为评估精度与运动学可容许性,作者发布 UrbanWindFlow 数据集,覆盖多种城市形态与来流条件。

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