Evidence map›Paper›PMID 42018633›Full record

ArticleScience advances2026

Accurate density functional theory for noncovalent interactions in charged systems.

Heng Zhao, Balázs D Lőrincz, Tobias Henkes, Dénes Berta, Péter R Nagy, Alexandre Tkatchenko, Stefan Vuckovic

Abstract read
In one paragraph

Article in Science advances, 2026. 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. 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

7 authors.

Heng ZhaoDepartment of Chemistry, University of Fribourg, Fribourg 1700, Switzerland.ORCID 0009-0001-6162-9203
Balázs D LőrinczDepartment of Physical Chemistry and Materials Science, Faculty of Chemical Technology and Biotechnology, Budapest University of Technology and Economics, Budapest H-1111, Hungary.ORCID 0000-0002-7573-8099
Tobias HenkesDepartment of Physics and Materials Science, University of Luxembourg, Luxembourg City L-1511, Luxembourg.ORCID 0000-0002-7924-8302
Dénes BertaDepartment of Physical Chemistry and Materials Science, Faculty of Chemical Technology and Biotechnology, Budapest University of Technology and Economics, Budapest H-1111, Hungary.ORCID 0000-0002-8299-3784
Péter R NagyDepartment of Physical Chemistry and Materials Science, Faculty of Chemical Technology and Biotechnology, Budapest University of Technology and Economics, Budapest H-1111, Hungary.ORCID 0000-0001-6692-0879
Alexandre TkatchenkoDepartment of Physics and Materials Science, University of Luxembourg, Luxembourg City L-1511, Luxembourg.ORCID 0000-0002-1012-4854
Stefan VuckovicDepartment of Chemistry, University of Fribourg, Fribourg 1700, Switzerland.ORCID 0000-0002-0768-9176

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Accurately modeling noncovalent interactions (NCIs) involving charged systems remains an outstanding challenge in density functional theory (DFT), with implications across natural and life sciences, engineering, e.g., in biochemistry, catalysis, and materials science. For these interactions, the interplay between electrostatics, polarization, and dispersion leads to systematic errors of up to tens of kilocalories per mole in standard dispersion-enhanced DFT methods. We solve this problem by introducing (r

Identifiers

PMID42018633
PMCPMC13101883

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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.