Exploring the properties of valence electron based potential functions for the nonbonded interactions in atomistic force fields
Nuria Plattner

TL;DR
This paper investigates valence electron-based potential functions for nonbonded interactions in atomistic force fields, demonstrating their advantages over traditional point charge models through accuracy assessments on small molecules.
Contribution
Introduces and compares three valence electron-based charge distribution models requiring only one adjustable parameter, improving electrostatic potential and interaction energy calculations.
Findings
Valence electron models outperform point charge models in accuracy.
Only one parameter needed for electrostatic potential in each model.
Systematic improvements in intermolecular energy predictions.
Abstract
The possibility to construct and parametrize the nonbonded interactions in atomistic force fields based on the valence electron structure of molecules is explored in this paper. Three different charge distribution models using simple valence electron based potential functions are introduced and compared. It is shown that the three models can be constructed such that they only require one adjustable parameter for the electrostatic potential of a molecule. The accuracy of the electrostatic potential is evaluated for the three models and compared to population-derived charges and higher order multipole moments for a set of 12 small molecules. Furthermore the accuracy and parametrization of the interaction energies of the three models is evaluated based on ab initio intermolecular interaction energies. It is shown that the valence electron potential models provide systematic advantages over…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsSpectroscopy and Quantum Chemical Studies · Molecular Junctions and Nanostructures · Advanced Chemical Physics Studies
