Physics Guided Turbulent Flow Dataset

kaggle2026-05-15 更新2026-06-17 收录

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https://www.kaggle.com/datasets/colabsss/physics-guided-turbulent-flow-dataset

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资源简介：

Fluid Dynamics and Flow Behaviour Records

创建时间：

2026-05-15

Turbulent Flow Dataset

The dataset for the experiments comes from two dimensional turbulent flow simulated using the Lattice Boltzmann Method. The dataset consists of 1500 images of velocity fields, with each image having a

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该数据集来源于二维不可压缩Navier-Stokes方程对湍流流动的模拟，包含了涡度场样本。数据集被划分为训练集（80%）、验证集（10%）和测试集（10%）。规模上，该数据集包含1000个样本，这些样本是从空间分辨率为512x512下采样至128x128得到的。任务目标是建立并预测湍流流动的涡度场模型。

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