Evidence map›Paper›PMID 41527410›Full record

ReviewAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Non-Equilibrium Synthesis Methods to Create Metastable and High-Entropy Nanomaterials.

Shuo Liu, Chaochao Dun, Jeffrey J Urban, Mark T Swihart

Abstract readReview
In one paragraph

Review in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Review
  2. A Non-Equilibrium Flame Aerosol Process to Create High-Entropy MOFs.Advanced materials (Deerfield Beach, Fla.) · 2026
    Article
  3. Green and Low-Carbon Synthesis of Lithium Sulfide (LiAdvanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Review
  4. Review
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.

Shuo LiuThe Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, California, USA.ORCID https://orcid.org/0000-0003-1182-6572
Chaochao DunThe Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, California, USA.ORCID https://orcid.org/0000-0002-3215-6478
Jeffrey J UrbanThe Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, California, USA.
Mark T SwihartDepartment of Chemical and Biological Engineering, University at Buffalo, The State University of New York, Buffalo, New York, USA.ORCID https://orcid.org/0000-0002-9652-687X

Funding

Office of Science, Office of Basic Energy Sciences, of the U.S. Department of Energy DE-AC02-05CH11231
6 · The paper itself

Abstract

Stabilizing multiple elements within a single phase enables the creation of advanced materials with exceptional properties arising from their complex composition. However, under equilibrium conditions, the Hume-Rothery rules impose strict limitations on solid-state miscibility, restricting combinations of elements with mismatched crystal structures, atomic radii, valence states, or electronegativities. This severely narrows the accessible compositional space for creating new inorganic materials. In this review, we highlight how non-equilibrium synthesis methods, featuring ultrafast heating and quenching, can overcome these thermodynamic barriers, enabling integration of immiscible elements into metastable and high-entropy nanostructures. The resulting materials benefit from both kinetic trapping and stabilization by high configurational entropy, leading to enhanced phase stability. These materials can exhibit unique structural and functional properties that are needed for advancing catalysis, energy storage, thermoelectrics, and sensing. Furthermore, the ability of non-equilibrium methods to generate unconventional compositions and structures expands the material design space dramatically, offering rich datasets for AI-guided materials discovery. When combined with their inherent high-throughput and scalable characteristics, these approaches enable rapid, iterative optimization and accelerate the development and industrial production of next-generation inorganic materials.

Indexed as

high‐entropy materialsmetastablenanomaterialsnon‐equilibrium synthesis

Identifiers

PMID41527410
PMCPMC12931243

What OpenQuestion holds

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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.