Evidence map›Paper›PMID 42049803›Full record

ArticleScientific reports2026

PairPotMCinator: a tool for fast simulations of the organic-molecular ordering on the solid surfaces using pair potentials.

J Antoš, P Kocán

Abstract read
In one paragraph

Article in Scientific reports, 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
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1 · What the graph read from it

What it found

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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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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.

J AntošDepartment of Surface and Plasma Science, Faculty of Mathematics and Physics, Charles University, Prague, Czech Republic.
P KocánDepartment of Surface and Plasma Science, Faculty of Mathematics and Physics, Charles University, Prague, Czech Republic. pavel.kocan@matfyz.cuni.cz.

Funding

Ministry of Education, Youth and Sports of the Czech Republic LL2324
6 · The paper itself

Abstract

Organic molecules on nonreactive surfaces self-assemble to ordered superstructures. This problem is typically studied using quantum mechanical models, such as Density functional theory (DFT). However, the use of those models for systems with hundreds of atoms is computationally impractical if at least approximate structures are not known. Here, we demonstrate an algorithm employing a Monte Carlo simulation and a method of pair potentials - thus simplifying the quantum mechanical description by using pair-parameterized forces. We incorporate this model into a Monte Carlo simulation which, from a given approximate molecular superstructure periodicity obtained from experimental data, predicts the position and deformation of the ordered molecules to minimize the potential energy of the system. We test the algorithm on published results of self-ordering of selected pigments in different environments: 1) on highly oriented pyrolytic graphite in solution, and 2) on the Si(111)-In[Formula: see text] surface prepared under ultra-high vacuum. The generated structures can be used as close-to-relaxed candidates for inputs to more accurate DFT calculations.

Identifiers

PMID42049803
PMCPMC13315599

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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.