Skip to main navigation Skip to search Skip to main content

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

  • Xinyue Liu
  • , Kang Wang
  • , Hanyu Xu
  • , Qian Yang
  • , Junxuan Li
  • , Pingan Zhu
  • , Guohui Hu*
  • *Corresponding author for this work

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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. © 2026 Author(s).
Original languageEnglish
Article number032027
Number of pages17
JournalPhysics of Fluids
Volume38
Issue number3
Online published27 Mar 2026
DOIs
Publication statusPublished - Mar 2026

Funding

This research was supported by the National Natural Science Foundation of China (Nos. 12202258 and 12332016). Beijing Beilong Supercloud Computing Co., Ltd. provides support in computational resources.

Fingerprint

Dive into the research topics of 'Superellipse bifurcating micromixer enables high-throughput and controllable synthesis of lipid nanoparticles'. Together they form a unique fingerprint.

Cite this