Beyond bond distances: a purely geometrical descriptor correlating with covalency-related bonding terms

Abstract

Quantifying covalency remains a central challenge in understanding chemical bonding. Traditional distance–bond strength correlations often fail in diverse bonding regimes, and most existing metrics require computationally demanding electronic structure analyses. Here we introduce the penetration index, a purely geometrical, size-normalized descriptor derived from atomic positions and covalent/van der Waals radii, which is related to covalency. For a broad set of systems, including diatomic molecules and ions, phosphine chalcogenides, hydrogen- and halogen-bonded complexes, and halonium ions, the penetration index shows remarkably strong correlations (R2 up to 0.99) with established computational covalency descriptors such as ΔESC in bonded-ALMO-EDA, VXC in IQA, ΔECT in ALMO-EDA, DDEC6 bond orders, and 3c–4e bonding percentages. In all cases, it outperforms bare interatomic distances, transforming scattered trends into linear relationships. The penetration index thus offers a robust, low-cost, and transferable structural metric that correlates with covalency-related bonding terms for both covalent and noncovalent interactions.

Graphical abstract: Beyond bond distances: a purely geometrical descriptor correlating with covalency-related bonding terms

Supplementary files

Transparent peer review

To support increased transparency, we offer authors the option to publish the peer review history alongside their article.

View this article’s peer review history

Article information

Article type
Paper
Submitted
11 Nov 2025
Accepted
10 Feb 2026
First published
16 Feb 2026
This article is Open Access
Creative Commons BY-NC license

Dalton Trans., 2026, Advance Article

Beyond bond distances: a purely geometrical descriptor correlating with covalency-related bonding terms

J. Pardos, J. Gonzalo, P. Merino and J. Echeverría, Dalton Trans., 2026, Advance Article , DOI: 10.1039/D5DT02699G

This article is licensed under a Creative Commons Attribution-NonCommercial 3.0 Unported Licence. You can use material from this article in other publications, without requesting further permission from the RSC, provided that the correct acknowledgement is given and it is not used for commercial purposes.

To request permission to reproduce material from this article in a commercial publication, please go to the Copyright Clearance Center request page.

If you are an author contributing to an RSC publication, you do not need to request permission provided correct acknowledgement is given.

If you are the author of this article, you do not need to request permission to reproduce figures and diagrams provided correct acknowledgement is given. If you want to reproduce the whole article in a third-party commercial publication (excluding your thesis/dissertation for which permission is not required) please go to the Copyright Clearance Center request page.

Read more about how to correctly acknowledge RSC content.

Social activity

Spotlight

Advertisements