Evidence map›Paper›PMID 42529337›Full record

ArticlePrecision chemistry2026

How Many Kelvins Are Equivalent to One Electron-Volt: An Investigation of Energy-Temperature Scaling in Catalysis.

Yecheng Leng, Xi Zhu

Abstract read
In one paragraph

Article in Precision chemistry, 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

2 authors.

Yecheng LengSchool of Artificial Intelligence, The Chinese University of Hong Kong, Shenzhen, Guangdong 518172, P.R. China.
Xi ZhuSchool of Artificial Intelligence, The Chinese University of Hong Kong, Shenzhen, Guangdong 518172, P.R. China.ORCID https://orcid.org/0000-0002-2496-4053

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Classical thermodynamics equates 1 eV to ∼11,606 K, yet reactions associated with eV-scale barriers can still proceed at ∼300 K. In open, driven catalytic systemsparticularly photocatalysisthe rate-relevant energy populations may deviate substantially from equilibrium Maxwell-Boltzmann statistics, and the bath temperature alone is therefore not a sufficient descriptor of reactivity, which can be traced in the work of Montroll and Shuler in 1957 (MontrollE. W., ; ShulerK. E., Studies in Nonequilibrium Rate Processes. I. The Relaxation of a System of Harmonic Oscillators. The Journal of Chemical Physics1957, 26 (3), 454-464. DOI: 10.1063/1.1743326). Here we extend a quantum-mechanical kinetic framework to quantify how photoexcitation and relaxation shape a nonequilibrium distribution over discrete molecular/surface states. We show that the effective energetic availability for barrier crossing, Ψ, becomes context dependent. This dependence is governed by intermolecular or adsorbate-surface interaction strengths and relaxation pathways. The resulting picture rationalizes why apparent eV-scale activation parameters can coexist with ambient bath temperatures. Our work thus introduces a model of context-dependent energy transduction, offering a new principle for understanding catalytic processes by bridging quantum energy scales with macroscopic kinetics.

Indexed as

activation barrierenergy transfernonequilibrium kineticsphotocatalysissurface reaction

Identifiers

PMID42529337
PMCPMC13417516

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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.