Evidence map›Paper›PMID 42406294›Full record

ArticleThe European physical journal. E, Soft matter2026

Variational modeling and numerical simulations for evaporating thin droplets and coffee-ring effect.

Yakun Li, Quan Zhao, Tiezheng Qian

Abstract read
In one paragraph

Article in The European physical journal. E, Soft matter, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Yakun LiDepartment of Mathematics, Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong, China.
Quan ZhaoSchool of Mathematical Sciences, University of Science and Technology of China, Hefei, China.
Tiezheng QianDepartment of Mathematics, Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong, China. maqian@ust.hk.ORCID http://orcid.org/0000-0002-1548-0161

Funding

Hong Kong Research Grants Council GRF No. 16302525National Natural Science Foundation of China No. 12401572
6 · The paper itself

Abstract

Sessile liquid droplets on solid surfaces are ubiquitously found in nature and engineered applications. They exhibit many intriguing properties and phenomena because of the three phases, i.e. liquid, gas, and solid, interacting with each other. Many physical processes are involved in droplet dynamics, presenting a complex problem for fundamental understanding and practical applications. Among those processes participating in the dynamics of evaporating sessile droplets, two have been of continuous interest. The first is the moving contact line at which the evolving liquid-gas interface intersects the solid surface, and the second is the evaporation at liquid-gas interface. Coupled to the moving contact line on the substrate and the liquid flow in the droplet, the interfacial evaporation plays a key role in the evolution of evaporating sessile droplets. Based on Onsager's variational principle, we derive a continuum model for evaporating thin droplets. The variational approach ensures thermodynamical consistency in describing the coupling of multiple dissipative processes, including viscous momentum transport, contact line motion, evaporation, and vapor diffusion. A characteristic length scale is introduced by considering the competition between the liquid evaporation at liquid-gas interface and the vapor diffusion in gas space. Comparing this intrinsic length scale with that of the confinement geometry, a dimensionless parameter is identified that varies across two distinct dynamic regimes, namely the diffusion-limited regime and the transition-limited regime. Numerical results are presented for the evaporation flux and liquid flow, showing distinct characteristics in these two regimes. The coffee-ring effect is also numerically investigated for drying particle-laden droplets across different dynamic regimes with pinned and depinned contact lines.

Identifiers

PMID42406294
PMCPMC13337798

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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.