The Cheerios effect. Like breakfast cereals in milk, bubbles floating in water tend to form clusters. Each bubble elevates the surface and attracts other bubbles due to buoyancy

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  • aphros

    Finite volume solver for incompressible multiphase flows with surface tension. Foaming flows in complex geometries.

  • The Cheerios effect is named after the observation that breakfast cereals floating in milk often clamp together. This effect is driven by buoyancy and applies to various objects floating in water. Lighter objects, such as bubbles, elevate the surface attracting other bubbles as they "rise" in the elevation. Heavier objects lower the surface so other objects "fall" towards them. Simulation done in Aphros, visualized in ParaView, and described in article.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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