Evidence map›Paper›PMID 42296357›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2026

Fractional charge density functional theory elucidates electro-inductive and electric field effects at electrochemical interfaces.

Jun-Hyeong Kim, Weitao Yang

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 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

2 authors.

Jun-Hyeong KimDepartment of Chemistry, Duke University, Durham, NC 27708.ORCID 0000-0001-7747-5475
Weitao YangDepartment of Chemistry, Duke University, Durham, NC 27708.ORCID 0000-0001-5576-2828

Funding

Computer Simulations of EnzymesR35GM158181 · NIGMS · DUKE UNIVERSITY · PI Weitao Yang · 2025 to 2026
$743k
ACS | American Chemical Society Petroleum Research Fund (PRF) PRF# 67056-ND6National Research Foundation of Korea (NRF) RS-2023-00240656NIGMS NIH HHS R35 GM158181
6 · The paper itself

Abstract

The application of external voltages to self-assembled monolayers formed on electrodes allows for dynamic tuning of the properties of the constituent molecules. The electrode and the applied voltage give rise to two main effects on the molecules, the electro-inductive and electric field effects, both of which significantly alter their chemical properties and reactivity. We present fractional charge density functional theory coupled with a model electrode and a continuum model solvent (FC-DFT+) to offer quantitative insights into these effects. FC-DFT+ accurately predicts the slope of C[Formula: see text]N frequency vs. voltage curve, its frequency-flattening behavior, and ionic strength dependence of the slope. We show that the frequency flattening arises from electro-inductive effects, particularly when the electron count encounters the HOMO-LUMO gap. Further analysis reveals that electro-inductive effects dominate in the nitrile frequency shift, while electric field effects play a smaller but opposing role. FC-DFT+ also confirms that electro-inductive effects being responsible for the flattening behavior of NO

Indexed as

electric field effectelectrochemical interfaceelectro-inductive effectfractional charge density functional theoryPoisson–Boltzmann equation

Identifiers

PMID42296357
PMCPMC13291582

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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.