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English(EN) BubbleSH: A Dataset of Rising Bubbles with Deformable Interfaces

新的BubbleSH数据集助力可变形气泡动力学的驱动建模

研究人员推出BubbleSH,一个专为气泡流的驱动建模设计的新数据集。该数据集捕捉了可变形气泡在液体中相互作用的复杂动力学,提供了气泡轨迹、速度和由球谐函数表示的形状演变的详细信息。BubbleSH旨在促进开发轻量级但具有物理表现力的多相系统模拟器,在这些系统中气泡的形状和相互作用至关重要。 AI

影响 能够为复杂的多相系统开发驱动模型,可能提高模拟的准确性和效率。

排序理由 该条目描述了一个用于物理系统驱动建模的新数据集和基准测试,已在arXiv上发布。[lever_c_demoted from research: ic=1 ai=0.7]

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新的BubbleSH数据集助力可变形气泡动力学的驱动建模

报道来源 [2]

  1. arXiv cs.LG TIER_1 English(EN) · Rachna Ramesh, Kiet Bennema ten Brinke, Douwe Orij, Ivo Roghair, Vlado Menkovski ·

    BubbleSH: A Dataset of Rising Bubbles with Deformable Interfaces

    arXiv:2607.07275v1 Announce Type: new Abstract: Bubbly flows exhibit complex multiscale dynamics, with deformable bubbles interacting through the surrounding liquid and giving rise to strongly coupled kinematic and morphological behavior. We present BubbleSH, a bubbly flows datas…

  2. arXiv cs.LG TIER_1 English(EN) · Vlado Menkovski ·

    BubbleSH: A Dataset of Rising Bubbles with Deformable Interfaces

    Bubbly flows exhibit complex multiscale dynamics, with deformable bubbles interacting through the surrounding liquid and giving rise to strongly coupled kinematic and morphological behavior. We present BubbleSH, a bubbly flows dataset consisting of transient, three-dimensional bu…