Evidence map›Paper›PMID 42824974›Full record

ArticleACS omega2026

Thermographic Analysis of the Cooling Dynamics of Liquid Metal Droplets.

Argelia Balbuena Ortega, Luckenson Augustin, Emiliano Hernández-Figueroa, Sergio Cuevas, Jesús Antonio Del Río Portilla

Abstract read
In one paragraph

Article in ACS omega, 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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

5 authors.

Argelia Balbuena OrtegaInstituto de Energías Renovables, Universidad Nacional Autónoma de México, Av. Xochicalco S/N, 62580 Temixco, Morelos, Mexico.
Luckenson AugustinInstituto de Energías Renovables, Universidad Nacional Autónoma de México, Av. Xochicalco S/N, 62580 Temixco, Morelos, Mexico.
Emiliano Hernández-FigueroaInstituto de Energías Renovables, Universidad Nacional Autónoma de México, Av. Xochicalco S/N, 62580 Temixco, Morelos, Mexico.
Sergio CuevasInstituto de Energías Renovables, Universidad Nacional Autónoma de México, Av. Xochicalco S/N, 62580 Temixco, Morelos, Mexico.
Jesús Antonio Del Río PortillaInstituto de Energías Renovables, Universidad Nacional Autónoma de México, Av. Xochicalco S/N, 62580 Temixco, Morelos, Mexico.ORCID https://orcid.org/0000-0001-6180-0608

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This work presents an experimental study of the thermal dynamics of cooling galinstan liquid metal droplets using thermographic and optical imaging techniques. Galinstan droplets were subjected to controlled cooling on a Peltier-based system with their temperature and morphological evolution recorded simultaneously. Thermography enabled the detection of transient thermal phenomena and localized phase transitions, including supercooling and dendrite formation. The analysis revealed complex, nonequilibrium behaviors, such as metastable thermal and morphological behaviors with coupled variations in temperature and droplet volume that may be consistent with transient or heterogeneous intermediate states. A normalization procedure based on droplet volume enabled comparison across samples, revealing characteristic features in the cooling and heating cycles despite differences in the droplet morphology. Furthermore, directional contact angle measurements using image processing revealed significant variations in wetting behavior throughout the cooling process, showing a gradual reduction in contact angles during intermediate stages, followed by a partial recovery upon rapid phase transformation. Crucially, unlike previous studies that rely on ultrahigh-vacuum chambers and highly specialized equipment, this entire diagnostic methodology was developed under ambient conditions. This makes the approach significantly more practical and optimal for translating liquid metals to real-world applications. The methodology is simple and highly sensitive, providing a noninvasive approach to studying phase transitions in thermally dynamic systems.

Identifiers

PMID42824974
PMCPMC13628606

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Registered trials

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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.