Evidence map›Paper›PMID 41758953›Full record

ArticleScience advances2026

Universal activated aging and weak ergodicity breaking in spin and structural glasses.

Bin Li, Deng Pan, Ting Qu, Yuliang Jin

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In one paragraph

Article in Science advances, 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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0citing papers in PubMed
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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

4 authors.

Bin LiInstitute of Theoretical Physics, Chinese Academy of Sciences, Beijing 100190, China.ORCID 0009-0006-3708-481X
Deng PanInstitute of Theoretical Physics, Chinese Academy of Sciences, Beijing 100190, China.ORCID 0000-0002-4023-2506
Ting QuInstitute of Theoretical Physics, Chinese Academy of Sciences, Beijing 100190, China.ORCID 0009-0007-6902-718X
Yuliang JinInstitute of Theoretical Physics, Chinese Academy of Sciences, Beijing 100190, China.ORCID 0000-0001-8310-4582

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Glasses have complex energy landscapes and exhibit nonequilibrium aging dynamics. Here, we propose a generalized trap model for activated aging based on a key static property of the energy landscape: the distribution of energy barriers. Our theory predicts that, upon cooling, weak ergodicity breaking (WEB) in quenching dynamics occurs before strong ergodicity breaking in equilibrium dynamics. Furthermore, the theory indicates that the characteristic size of activation clusters can be deduced from the logarithmic decay of the time-correlation function. We rigorously test the model's assumptions and predictions using the simplest spin glass model, the random energy model. The predicted aging behavior is also universally observed in paradigmatic structural glasses, including the Weeks-Chandler-Andersen (WCA) model and amorphous silica. Applying our framework to the WCA model allows us to extract a static length from the nonequilibrium dynamics, extending its observable growth range from a mere factor of 2 to 3 to a full order of magnitude and providing supportive evidence for the random first-order transition scenario. Last, we propose a unified ergodic-WEB phase diagram for aging dynamics in general glassy systems.

Identifiers

PMID41758953
PMCPMC12947886

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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.