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polymathic-ai/helmholtz_staircase

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Hugging Face2025-04-10 更新2025-04-12 收录
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https://hf-mirror.com/datasets/polymathic-ai/helmholtz_staircase
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资源简介:
这是一个关于非周期波源在周期表面上的声波散射的高阶精确解的数据集,适用于波导应用(如天线、光栅衍射、光子/声子晶体、噪声取消、地震过滤等)。数据集使用Floquet-Bloch变换和边界积分方程方法解决了PDEs在无限、周期边界附近的数值挑战,并捕获了表面波导中的捕获声波模式。数据集包含50个时间步长的1024x256图像,分为实部和虚部的声压场以及楼梯掩码。共有512个轨迹,总数据量为52.4GB。

This dataset provides the first high-order accurate solution of acoustic scattering from a nonperiodic source by a periodic surface, relevant for waveguide applications such as antennae, diffraction from gratings, photonic/phononic crystals, noise cancellation, and seismic filtering. The dataset uses a combination of the Floquet-Bloch transform and boundary integral equation methods to address the numerical challenges posed by PDEs near infinite, periodic boundaries. It captures trapped acoustic wave modes guided along the corrugated surface. The dataset includes 50 time-steps of 1024x256 images, split into the real and imaginary parts of the acoustic pressure field and the staircase mask. There are 512 trajectories in total, with a total data size of 52.4GB.
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polymathic-ai
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