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

新的BubbleSH数据集支持数据驱动的气泡流建模

作者 PulseAugur 编辑部 · [3 个来源] · 2026-07-08 11:06

研究人员推出了BubbleSH，一个用于数据驱动气泡流建模的新数据集。该数据集捕获了高保真模拟产生的瞬态三维气泡群动力学，提供了气泡轨迹、速度和形状演变的详细信息。气泡形态使用球谐函数进行紧凑表示，使该数据集适用于开发能够预测复杂多相系统中未来轨迹和形状变化的模型。 AI

影响支持开发用于复杂流体动力学模拟的生成模型。

排序理由该集群描述了一个用于数据驱动多相系统建模的新数据集和基准，已在arXiv上发布。

AI 生成摘要 · Google Gemini · 来自 3 个来源。我们如何撰写摘要 →

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arXiv cs.LG TIER_1 English(EN) · Rachna Ramesh, Kiet Bennema ten Brinke, Douwe Orij, Ivo Roghair, Vlado Menkovski · 2026-07-09 04:00

BubbleSH：具有可变形界面的上升气泡数据集

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…
arXiv cs.LG TIER_1 English(EN) · Vlado Menkovski · 2026-07-08 11:06

BubbleSH: 具有可变形界面的上升气泡数据集

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…
Hugging Face Daily Papers TIER_1 English(EN) · 2026-07-08 11:06

BubbleSH: 具有可变形界面的上升气泡数据集

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…