thuerey-group/PBFM

Dynamic Stall数据集包含动态失速情况的数据，定义了四维设计空间，包括自由流马赫数、平均攻角、俯仰振幅和折减频率等设计变量。数据集由128个训练点和16个测试点组成，每个点经过扰动生成多个模拟数据，总共包含4096个训练模拟和512个测试模拟，每个模拟包含6个物理字段。Kolmogor夫流动数据集包含雷诺数在100到500范围内的流动情况，每个条件包含1024个快照，分为训练集和验证集。

The Dynamic Stall dataset contains data for dynamic stall cases, defined in a four-dimensional design space including free-stream Mach number, mean angle of attack, pitching amplitude, and reduced frequency. The dataset consists of 128 training points and 16 testing points, each perturbed to generate multiple simulations, totaling 4096 training simulations and 512 testing simulations, each with 6 physical fields. The Kolmogorov flow dataset contains flow conditions for Reynolds numbers ranging from 100 to 500, with each condition having 1024 snapshots, divided into training and validation sets.