Evidence map›Paper›PMID 42044374›Full record

ArticleACS nano2026

Vibrational Disorder Effects on Temperature-Resolved X-Ray Absorption Signatures of Metal Catalysts: From Single-Atoms to Clusters and Nanoparticles.

Wilson Henao, Iván López-Luque, Gonzalo Prieto, Giovanni Agostini

Abstract read
In one paragraph

Article in ACS nano, 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

4 authors.

Wilson HenaoInstituto de Tecnología Química (ITQ), Consejo Superior de Investigaciones Científicas-Universitat Politècnica de València, Spain. Av. Los Naranjos S/N, Valencia 46022, Spain.ORCID 0000-0002-9507-5931
Iván López-LuqueInstituto de Tecnología Química (ITQ), Consejo Superior de Investigaciones Científicas-Universitat Politècnica de València, Spain. Av. Los Naranjos S/N, Valencia 46022, Spain.ORCID 0000-0002-3982-1100
Gonzalo PrietoInstituto de Tecnología Química (ITQ), Consejo Superior de Investigaciones Científicas-Universitat Politècnica de València, Spain. Av. Los Naranjos S/N, Valencia 46022, Spain.ORCID 0000-0002-0956-3040
Giovanni AgostiniALBA Synchrotron Light Source Carrer de la Llum2-26, Cerdanyola Del Vallès, Barcelona 08290, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Revealing dynamic local-structure changes of (sub)nanometric metal species under operating conditions is essential. In heterogeneous catalysis, this insight enables the rationalization of operation and optimization of catalyst efficiency and stability. Extended X-ray absorption fine structure (EXAFS) provides element-specific access to metal-metal coordination numbers, interatomic distances, and local disorder, which is pivotal when active motifs lack long-range order. Yet, accurate determination of structural parameters from EXAFS signatures is often complicated by the convolution of static heterogeneity and thermal vibration effects, encoded in the Debye-Waller factor:

Indexed as

Debye−Waller factorEXAFSmetal nanoclustersoperando spectroscopysingle-atom catalystsvibrational disorder

Identifiers

PMID42044374
PMCPMC13173657

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.