Three-dimensional two-phase smoothed particle hydrodynamics simulation of bubble/droplet rise and coalescence at moderate Reynolds numbers

Bubble and droplet dynamics play pivotal roles in diverse industrial and scientific applications. This study presents an advanced three-dimensional (3D) Lagrangian framework for two-phase flow simulation that combines Smoothed Particle Hydrodynamics (SPH) with the Continuum Surface Force method to solve the Navier–Stokes equations. The developed model incorporates two key innovations: a density-independent formulation using Rusanov-flux-inspired artificial diffusion and an implicit 3D advection velocity correction scheme. The specialized simulator accurately captures bubble rise and coalescence dynamics across moderate Reynolds numbers (23≤Re≤135) and a broad range of Eötvös numbers (5≤Eo≤1000), while systematically evaluating critical numerical parameters, including particle resolution effects, boundary interactions, and density/viscosity ratio dependencies. Validation against experimental data and established numerical benchmarks confirms the model's precision in predicting both isolated bubble behavior and complex coalescence processes. The 3D SPH approach successfully reproduces diverse bubble morphologies, from oblate ellipsoids to skirted configurations, while maintaining numerical stability throughout all stages of coalescence, from initial approach to final interface rupture. Additionally, 3D streamline visualizations based on the velocity field reveal vortex dynamics and their influence on the wake structure and surrounding flow. These patterns highlight how vortex cores shift and evolve in response to changes in bubble morphology and proximity to sidewalls during rising and merging. Overall, the results demonstrate the robustness of the proposed framework for modeling complex interfacial flow phenomena, with strong potential for both fundamental research and industrial applications involving multiphase systems.

Authors

Institutions

Publication Details

Journal
Physics of Fluids
Published
2025-10-01
DOI
https://doi.org/10.1063/5.0288351
Citations
1
Primary Topic
Fluid Dynamics Simulations and Interactions
Type
article
Field-Weighted Citation Impact
1.33
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Three-dimensional two-phase smoothed particle hydrodynamics simulation of bubble/droplet rise and coalescence at moderate Reynolds numbers

Andres F. Galvis, Edgar A. Patiño-Nariño, Renato Pavanello, Marco Ellero et al.
1 citations
Physics of Fluids
Fluid Dynamics Simulations and Interactions
1.33
article

Three-dimensional two-phase smoothed particle hydrodynamics simulation of bubble/droplet rise and coalescence at moderate Reynolds numbers

Andres F. Galvis, Edgar A. Patiño-Nariño, Renato Pavanello, Marco Ellero, Mário Ricardo Góngora-Rubio
article en
1 citations

Abstract

Bubble and droplet dynamics play pivotal roles in diverse industrial and scientific applications. This study presents an advanced three-dimensional (3D) Lagrangian framework for two-phase flow simulation that combines Smoothed Particle Hydrodynamics (SPH) with the Continuum Surface Force method to solve the Navier–Stokes equations. The developed model incorporates two key innovations: a density-independent formulation using Rusanov-flux-inspired artificial diffusion and an implicit 3D advection velocity correction scheme. The specialized simulator accurately captures bubble rise and coalescence dynamics across moderate Reynolds numbers (23≤Re≤135) and a broad range of Eötvös numbers (5≤Eo≤1000), while systematically evaluating critical numerical parameters, including particle resolution effects, boundary interactions, and density/viscosity ratio dependencies. Validation against experimental data and established numerical benchmarks confirms the model's precision in predicting both isolated bubble behavior and complex coalescence processes. The 3D SPH approach successfully reproduces diverse bubble morphologies, from oblate ellipsoids to skirted configurations, while maintaining numerical stability throughout all stages of coalescence, from initial approach to final interface rupture. Additionally, 3D streamline visualizations based on the velocity field reveal vortex dynamics and their influence on the wake structure and surrounding flow. These patterns highlight how vortex cores shift and evolve in response to changes in bubble morphology and proximity to sidewalls during rising and merging. Overall, the results demonstrate the robustness of the proposed framework for modeling complex interfacial flow phenomena, with strong potential for both fundamental research and industrial applications involving multiphase systems.

Physics of FluidsVol. 37(10)
Ikerbasque (ES), Universidade Estadual de Campinas (UNICAMP) (BR), Basque Center for Applied Mathematics (ES), Swansea University (GB), University of Portsmouth (GB), Universidade Estadual Paulista (Unesp) (BR)
Openalex Percentile: Top 18%
Fluid Dynamics Simulations and Interactions
1.33
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.