Evidence map›Paper›PMID 42876696›Full record

ArticleMicrofluidics and nanofluidics2026

Microfluidic synthesis of alumina particle-laden beads via capillary number tuning for varying particle concentrations.

Tao Zhang, Sebastien Jiguet, Arnaud Bertsch, Juergen Brugger

Abstract read
In one paragraph

Article in Microfluidics and nanofluidics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Tao ZhangMicrosystems Laboratory, Ecole Polytechnique Federale de Lausanne (EPFL), Lausanne, 1015 Switzerland.
Sebastien JiguetMicrosystems Laboratory, Ecole Polytechnique Federale de Lausanne (EPFL), Lausanne, 1015 Switzerland.
Arnaud BertschMicrosystems Laboratory, Ecole Polytechnique Federale de Lausanne (EPFL), Lausanne, 1015 Switzerland.
Juergen BruggerMicrosystems Laboratory, Ecole Polytechnique Federale de Lausanne (EPFL), Lausanne, 1015 Switzerland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Colloidal particle-laden inks are increasingly used in additive manufacturing to produce functional components with tailored properties, and droplet-based microfluidics enables precise generation of high-viscosity, particle-rich droplets. Despite extensive studies on particle-free shear-thinning fluids, the coupled influence of particle concentration on both flow regimes and droplet size in microfluidic systems remains insufficiently understood. Here, we showed that particle concentration in shear-thinning, alumina-laden inks governs droplet formation dynamics through a dual effect on viscosity and interfacial tension. We investigated the droplet formation of a solvent-free, alumina-laden acrylate ink dispersed in a continuous aqueous phase using a flow-focusing microfluidic device. Inks containing 10%, 20%, and 30% (w/w) alumina particles (500 nm) were characterized in terms of rheology and interfacial tension. By adjusting flow rates of both phases and particle concentrations, we modulated the capillary number and mapped the resulting droplet formation regimes. Unlike polymer-only shear-thinning systems, where interfacial tension remains nearly constant, alumina particles modified both viscosity and interfacial tension of alumina particle-laden inks, shifting flow regimes and droplet size. Higher particle concentrations promoted jetting and altered droplet size, whereas dripping produced highly uniform droplets (< 100 μm). Downstream UV polymerization produced solid beads, and sequential exposure enabled assembly into two-dimensional structures. These results provided quantitative insight into how alumina particle concentration governs droplet generation through coupled rheological and interfacial effects, and demonstrated a bead-based assembly route for microfluidic particle-laden inks.

Indexed as

Bead bondingDroplet microfluidicsParticle-laden inksUV polymerization

Identifiers

PMID42876696
PMCPMC13661676

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.