Computing foaming flows across scales: from breaking waves to microfluidics

TL;DR

This paper introduces Multi-VOF, a novel multilayer simulation framework that significantly improves the modeling of multiscale foamy flows, from ocean waves to microfluidic bubbles, by accurately handling bubble interactions and interfaces.

Contribution

The paper presents a new multilayer simulation method, Multi-VOF, with advanced schemes for bubble interaction and interface regularization, enabling large-scale, predictive foamy flow simulations.

Findings

Successfully simulates bubble crystalline structures in microfluidics.

Captures foamy flows with tens of thousands of bubbles in large-scale scenarios.

Validated against experimental results.

Abstract

Crashing ocean waves, cappuccino froths and microfluidic bubble crystals are examples of foamy flows. Foamy flows are critical in numerous natural and industrial processes and remain notoriously difficult to compute as they involve coupled, multiscale physical processes. Computations need to resolve the interactions of the bubbles with the fluid and complex boundaries, while capturing the drainage and rupture of the microscopic liquid films at their interface. We present a novel multilayer simulation framework (Multi-VOF) that advances the state of the art in simulation capabilities of foamy flows. The framework introduces a novel scheme for the distinct handling of multiple neighboring bubbles and a new regularization method that produces sharp interfaces and removes spurious fragments. Multi-VOF is verified and validated with experimental results and complemented with open source, efficient scalable software. We demonstrate capturing of bubble crystalline structures in realistic microfluidics devices and foamy flows involving tens of thousands of bubbles in a waterfall. The present multilayer framework extends the classical volume-of-fluid methodology and allows for unprecedented large scale, predictive simulations of flows with multiple interfaces.