Evidence map›Paper›PMID 41295627›Full record

ArticleNanomaterials (Basel, Switzerland)2025

On the Energy Contributions Driving Pyridine Adsorption on Silver and Gold Nanoparticles.

Tommaso Giovannini

Abstract read
In one paragraph

Article in Nanomaterials (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Multilevel DFT Response Theory.Journal of chemical theory and computation · 2026
    Article
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

1 author.

Tommaso GiovanniniDepartment of Physics, University of Rome Tor Vergata, Via della Ricerca Scientifica 1, I-00133 Rome, Italy.ORCID 0000-0002-5637-2853

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Understanding molecule-nanoparticle interactions is essential for theoretically describing the adsorption process. Here, we employ Kohn-Sham Fragment Energy Decomposition Analysis (KS-FEDA) to dissect the physical components driving pyridine adsorption on silver and gold nanoparticles. KS-FEDA is rooted in Density Functional Theory (DFT) and partitions the total energy into fragment-localized contributions, providing a rigorous decomposition into electrostatics, exchange-repulsion, polarization, dispersion, and exchange-repulsion terms. This framework offers a chemically intuitive interpretation of molecule-metal bonding at the DFT level, and for analyzing and parameterizing interactions at metal-molecule interfaces. The results highlight the relevant role of electrostatics and induction at localized sites and of dispersion over extended facets.

Indexed as

energy decomposition analysis (EDA)molecule–metal interactionsnanoparticlesplasmonicsSERS

Identifiers

PMID41295627
PMCPMC12655558

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.