Evidence map›Paper›PMID 40674685›Full record

ArticleJournal of chemical theory and computation2025

Computational Model to Predict Reactivity under Ball-Milling Conditions.

Raúl De Armas, Manuel Temprado, Luis Manuel Frutos

Abstract read
In one paragraph

Article in Journal of chemical theory and computation, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. 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

3 authors.

Raúl De ArmasDepartamento de Química Analítica, Química Física e Ingeniería Química, Grupo de Reactividad y Estructura Molecular (RESMOL), Universidad de Alcalá, Alcalá de Henares, Madrid 28801, Spain.
Manuel TempradoDepartamento de Química Analítica, Química Física e Ingeniería Química, Grupo de Reactividad y Estructura Molecular (RESMOL), Universidad de Alcalá, Alcalá de Henares, Madrid 28801, Spain.ORCID 0000-0002-2003-4588
Luis Manuel FrutosDepartamento de Química Analítica, Química Física e Ingeniería Química, Grupo de Reactividad y Estructura Molecular (RESMOL), Universidad de Alcalá, Alcalá de Henares, Madrid 28801, Spain.ORCID 0000-0003-1036-7108

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

A computational model to estimate the mechanical work of activation for a chemical reaction under ball-milling conditions is developed. The model uses a simple force scheme based on isotropic compression ("wall-type forces") to mimic the effect of ball collisions. It calculates the mechanical work applied along the reaction path and predicts the variation of the activation energy. The forces are applied in all possible directions to simulate the random nature of the impacts. The model is tested on different systems including reactions with known experimental mechanochemical behavior. The model was applied to two representative Diels-Alder systems and [2 + 2] cycloaddition to test its predictive capacity. The model predictions agree with the main experimental trends and confirm that mechanical forces play a significant role in controlling the reactivity. The results bring to light the importance of mechanical work in driving selectivity under ball-milling conditions and demonstrate that such forces can differentially affect the forward and reverse directions of a chemical equilibrium. The model is simple to implement and permits the identification of whether a reaction is likely to be promoted by ball milling.

Identifiers

PMID40674685
PMCPMC12573735

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LicenceCC BY
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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.