Accurate calculation of bubble and droplet properties in diffuse-interface two-phase simulations

In this paper, we address the challenge of accurately calculating droplet/bubble properties (e.g., volume, number) in diffuse-interface two-phase flow simulations. Currently, flood-fill algorithms can truncate a significant portion of the volume of droplets/bubbles contained within the diffuse interface region or artificially merge multiple droplets/bubbles. This error is also dependent on the volume fraction cutoff value, which is typically chosen to be 0.5 arbitrarily, in the flood-fill algorithms. We propose a simple volume-correction approach that incorporates an analytical approximation of the truncated volume to correct for the missing droplet/bubble volumes. This proposed method results in accurately recovering the dispersed phase volumes with minimal volume error over a wide range of volume fraction cutoff values, and hence, can also accurately recover the number of droplets/bubbles. This can be a valuable tool for accurate calculation of drop/bubble size distributions for analysis and for Eulerian-to-Lagrangian conversion of the dispersed phase in multi-scale modeling approaches.

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Publication Details

Journal
Journal of Computational Physics
Published
2025-06-19
DOI
https://doi.org/10.1016/j.jcp.2025.114190
Citations
1
Primary Topic
nanoparticles nucleation surface interactions
Type
article
Field-Weighted Citation Impact
1.30
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article

Accurate calculation of bubble and droplet properties in diffuse-interface two-phase simulations

Paul Nathan, Suhas S. Jain
1 citations
Journal of Computational Physics
nanoparticles nucleation surface interactions
1.30
article

Accurate calculation of bubble and droplet properties in diffuse-interface two-phase simulations

Paul Nathan, Suhas S. Jain
article en
1 citations

Abstract

In this paper, we address the challenge of accurately calculating droplet/bubble properties (e.g., volume, number) in diffuse-interface two-phase flow simulations. Currently, flood-fill algorithms can truncate a significant portion of the volume of droplets/bubbles contained within the diffuse interface region or artificially merge multiple droplets/bubbles. This error is also dependent on the volume fraction cutoff value, which is typically chosen to be 0.5 arbitrarily, in the flood-fill algorithms. We propose a simple volume-correction approach that incorporates an analytical approximation of the truncated volume to correct for the missing droplet/bubble volumes. This proposed method results in accurately recovering the dispersed phase volumes with minimal volume error over a wide range of volume fraction cutoff values, and hence, can also accurately recover the number of droplets/bubbles. This can be a valuable tool for accurate calculation of drop/bubble size distributions for analysis and for Eulerian-to-Lagrangian conversion of the dispersed phase in multi-scale modeling approaches.

Journal of Computational PhysicsVol. 538
Georgia Institute of Technology (US)
Openalex Percentile: Top 21%
nanoparticles nucleation surface interactions
1.30
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