Evidence map›Paper›PMID 42626377›Full record

ArticleThe journal of physical chemistry. C, Nanomaterials and interfaces2026

Determination of coverage-dependent surface reaction rates using λ-dynamics: Application to molecular desorption.

Chen Li, Peitao Liu, Xiaorong Liu, Hua Guo

Abstract read
In one paragraph

Article in The journal of physical chemistry. C, Nanomaterials and interfaces, 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.

Chen LiDepartment of Chemistry and Chemical Biology, Center for Computational Chemistry, University of New Mexico, Albuquerque, NM 87131, USA.
Peitao LiuShenyang National Laboratory for Materials Science, Institute of Metal Research, Chinese Academy of Sciences, 110016 Shenyang, China.
Xiaorong LiuDepartment of Chemistry and Chemical Biology, Center for Computational Chemistry, University of New Mexico, Albuquerque, NM 87131, USA.
Hua GuoDepartment of Chemistry and Chemical Biology, Center for Computational Chemistry, University of New Mexico, Albuquerque, NM 87131, USA.

Funding

UNM FIRST: Promoting Inclusive Excellence in Neuroscience and Data Science - Administrative Supplement to support FIRST Faculty TravelU54CA272167 · NCI · UNIVERSITY OF NEW MEXICO · PI JANE ELLEN SMITH, Irene Salinas · 2022 to 2026
$20.4M
NCI NIH HHS U54 CA272167
6 · The paper itself

Abstract

In this work, we extend the λ-dynamics method to surface processes. In particular, we introduce a way to calculate free-energy change for a surface process and the potential of mean force if needed. The method is demonstrated for NO desorption from a Pd(111) surface. It is further applied to CO desorption from Rh(111) at several coverages, using an accurate machine learned potential energy surface. Comparison with experimental results indicates that the coverage dependence of the desorption rate is well reproduced, but the absolute desorption energy still contains significant uncertainties. The larger desorption rate coefficient at higher coverages is attributed largely to repulsive interaction between CO adsorbates on the surface.

Identifiers

PMID42626377
PMCPMC13492568

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.