Evidence map›Paper›PMID 41860963›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2026

Liquid anomalies and fragility of supercooled antimony.

Flavio Giuliani, Francesco Guidarelli Mattioli, Yuhan Chen, Dario Baratella, Daniele Dragoni, Marco Bernasconi, John Russo, Lilia Boeri, Riccardo Mazzarello

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Liquid anomalies and fragility of supercooled antimony.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
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

9 authors.

Flavio GiulianiDepartment of Physics, Sapienza University of Rome, Rome 00185, Italy.ORCID 0009-0003-1859-3182
Francesco Guidarelli MattioliDepartment of Physics, Sapienza University of Rome, Rome 00185, Italy.
Yuhan ChenDepartment of Physics, Sapienza University of Rome, Rome 00185, Italy.
Dario BaratellaDepartment of Materials Science, University of Milano-Bicocca, Milan 20125, Italy.ORCID 0000-0001-9513-1510
Daniele DragoniDepartment of Materials Science, University of Milano-Bicocca, Milan 20125, Italy.
Marco BernasconiDepartment of Materials Science, University of Milano-Bicocca, Milan 20125, Italy.ORCID 0000-0001-6285-1538
John RussoDepartment of Physics, Sapienza University of Rome, Rome 00185, Italy.ORCID 0000-0002-6234-6344
Lilia BoeriDepartment of Physics, Sapienza University of Rome, Rome 00185, Italy.
Riccardo MazzarelloDepartment of Physics, Sapienza University of Rome, Rome 00185, Italy.ORCID 0000-0003-2319-375X

Funding

EC | NextGenerationEU (NGEU) ICSCMinistero dell'Istruzione, dell'Università e della Ricerca (MIUR) PRIN 2020
6 · The paper itself

Abstract

Phase-change materials (PCMs) based on group IV, V, and VI elements, such as Ge, Sb, and Te, exhibit distinctive liquid-state features, including thermodynamic anomalies and unusual dynamical properties, which are believed to play a key role in their fast and reversible crystallization behavior. Antimony (Sb), a monoatomic PCM with ultrafast switching capabilities, stands out as the only elemental member of this group for which the properties of the liquid and supercooled states have so far remained unknown. In this work, we use large-scale molecular dynamics simulations with a neural network potential trained on first-principles data to investigate the liquid, supercooled, and amorphous phases of Sb across a broad pressure-temperature range. We uncover clear signatures of anomalous behavior, including a density maximum and nonmonotonic thermodynamic response functions, which are described by a two-state model based on the structural evolution of the liquid. Moreover, extrapolation of the viscosity to the glass transition, based on configurational and excess entropies, indicates that Sb is a highly fragile material. Our results present a compelling case for the connection between the liquid-state properties of PCMs and their unique ability to combine high amorphous-phase stability with ultrafast crystallization.

Indexed as

fragilityliquid–liquid transitionmonoatomic phase-change memoriesneuromorphic computingsupercooled liquids

Identifiers

PMID41860963
PMCPMC13012062

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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.