Superellipse bifurcating micromixer enables high-throughput and controllable synthesis of lipid nanoparticles

Lipid nanoparticle preparation is important in nanomedicine and biomedical engineering, and micromixers provide an effective technique to achieve precise control over particle size, uniformity, and composition by microscale fluid mixing. This study introduces a novel superellipse bifurcating micromixer (SBM), in which the nonlinear geometric elements are utilized to actively enhance microscale fluid mixing. Through systematic computational fluid dynamics simulations, we evaluate nine distinct superelliptic configurations and identify an optimal geometry that achieves the highest mixing index. Our analysis reveals that this design promotes a multi-scale interaction between the main Dean vortices and corner vortices, which significantly enhances chaotic advection and thereby maximizes the mixing performance. This improvement is evidenced by a threefold increase in the maximum Q-criterion compared to conventional circular designs, accompanied by an acceptable 37% increase in pressure drop. A ten-unit SBM based on this optimized geometry demonstrates high mixing efficiency in both simulations and experiments. Simulation results show that mixing efficiency improved with increasing Reynolds number and is further enhanced under an asymmetric flow rate ratio (FRR). Experimental results confirm that an optimal flow rate ratio between the two inlets yields improved particle size distribution. This work not only presents a high-performance, scalable micromixer but also deepens the physical understanding of mixing enhancement through multi-scale vortex dynamics, providing critical guidance for advanced nanomanufacturing.

Authors

Institutions

Publication Details

Journal
Physics of Fluids
Published
2026-03-01
DOI
https://doi.org/10.1063/5.0319880
Primary Topic
Rheology and Fluid Dynamics Studies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Superellipse bifurcating micromixer enables high-throughput and controllable synthesis of lipid nanoparticles

Qin Yang, Pingan Zhu, Kai You Wang, Xinyue Liu et al.
Physics of Fluids
Rheology and Fluid Dynamics Studies
article

Superellipse bifurcating micromixer enables high-throughput and controllable synthesis of lipid nanoparticles

Qin Yang, Pingan Zhu, Kai You Wang, Xinyue Liu, Jie Li, Guohui Hu, Hanyu Xu
article en

Abstract

Lipid nanoparticle preparation is important in nanomedicine and biomedical engineering, and micromixers provide an effective technique to achieve precise control over particle size, uniformity, and composition by microscale fluid mixing. This study introduces a novel superellipse bifurcating micromixer (SBM), in which the nonlinear geometric elements are utilized to actively enhance microscale fluid mixing. Through systematic computational fluid dynamics simulations, we evaluate nine distinct superelliptic configurations and identify an optimal geometry that achieves the highest mixing index. Our analysis reveals that this design promotes a multi-scale interaction between the main Dean vortices and corner vortices, which significantly enhances chaotic advection and thereby maximizes the mixing performance. This improvement is evidenced by a threefold increase in the maximum Q-criterion compared to conventional circular designs, accompanied by an acceptable 37% increase in pressure drop. A ten-unit SBM based on this optimized geometry demonstrates high mixing efficiency in both simulations and experiments. Simulation results show that mixing efficiency improved with increasing Reynolds number and is further enhanced under an asymmetric flow rate ratio (FRR). Experimental results confirm that an optimal flow rate ratio between the two inlets yields improved particle size distribution. This work not only presents a high-performance, scalable micromixer but also deepens the physical understanding of mixing enhancement through multi-scale vortex dynamics, providing critical guidance for advanced nanomanufacturing.

Physics of FluidsVol. 38(3)
Shanghai University (CN), Shanghai University of Engineering Science (CN), City University of Hong Kong (HK), Zhejiang University of Water Resource and Electric Power (CN)
Affordable and clean energy
Openalex Percentile: Top 8%
Rheology and Fluid Dynamics Studies
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.