New Angles on Standard Force Fields: Toward a General Approach for Treating Atomic-Level Anisotropy
Abstract
Nearly all standard force fields employ the “sum-of-spheres” approximation, which models intermolecular interactions purely in terms of interatomic distances. Nonetheless, atoms in molecules can have significantly nonspherical shapes, leading to interatomic interaction energies with strong orientation dependencies. Neglecting this “atomic-level anisotropy” can lead to significant errors in predicting interaction energies. Herein, we propose a simple, transferable, and computationally efficient model (MASTIFF) whereby atomic-level orientation dependence can be incorporated into ab initio intermolecular force fields. MASTIFF includes anisotropic exchange-repulsion, charge penetration, and dispersion effects, in conjunction with a standard treatment of anisotropic long-range (multipolar) electrostatics. To validate our approach, we benchmark MASTIFF against various sum-of-spheres models over a large library of intermolecular interactions between small organic molecules. MASTIFF achieves quantitative accuracy, with respect to both high-level electronic structure theory and experiment, thus showing promise as a basis for “next-generation” force field development.
- Authors:
-
- Theoretical Chemistry Institute and Department of Chemistry, University of Wisconsin−Madison, Madison, Wisconsin 53706, United States
- Department of Physics and Astronomy, Queen Mary University of London, London E1 4NS, United Kingdom
- Publication Date:
- Research Org.:
- Univ. of Wisconsin, Madison, WI (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Basic Energy Sciences (BES); National Science Foundation (NSF)
- OSTI Identifier:
- 1417681
- Alternate Identifier(s):
- OSTI ID: 1508321
- Grant/Contract Number:
- SC0014059; DGE-1256259; CHE-0840494; TG-CHE120088; TG-CHE170079
- Resource Type:
- Published Article
- Journal Name:
- Journal of Chemical Theory and Computation
- Additional Journal Information:
- Journal Name: Journal of Chemical Theory and Computation Journal Volume: 14 Journal Issue: 2; Journal ID: ISSN 1549-9618
- Publisher:
- American Chemical Society
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 37 INORGANIC, ORGANIC, PHYSICAL, AND ANALYTICAL CHEMISTRY; 97 MATHEMATICS AND COMPUTING
Citation Formats
Van Vleet, Mary J., Misquitta, Alston J., and Schmidt, J. R. New Angles on Standard Force Fields: Toward a General Approach for Treating Atomic-Level Anisotropy. United States: N. p., 2018.
Web. doi:10.1021/acs.jctc.7b00851.
Van Vleet, Mary J., Misquitta, Alston J., & Schmidt, J. R. New Angles on Standard Force Fields: Toward a General Approach for Treating Atomic-Level Anisotropy. United States. https://doi.org/10.1021/acs.jctc.7b00851
Van Vleet, Mary J., Misquitta, Alston J., and Schmidt, J. R. Mon .
"New Angles on Standard Force Fields: Toward a General Approach for Treating Atomic-Level Anisotropy". United States. https://doi.org/10.1021/acs.jctc.7b00851.
@article{osti_1417681,
title = {New Angles on Standard Force Fields: Toward a General Approach for Treating Atomic-Level Anisotropy},
author = {Van Vleet, Mary J. and Misquitta, Alston J. and Schmidt, J. R.},
abstractNote = {Nearly all standard force fields employ the “sum-of-spheres” approximation, which models intermolecular interactions purely in terms of interatomic distances. Nonetheless, atoms in molecules can have significantly nonspherical shapes, leading to interatomic interaction energies with strong orientation dependencies. Neglecting this “atomic-level anisotropy” can lead to significant errors in predicting interaction energies. Herein, we propose a simple, transferable, and computationally efficient model (MASTIFF) whereby atomic-level orientation dependence can be incorporated into ab initio intermolecular force fields. MASTIFF includes anisotropic exchange-repulsion, charge penetration, and dispersion effects, in conjunction with a standard treatment of anisotropic long-range (multipolar) electrostatics. To validate our approach, we benchmark MASTIFF against various sum-of-spheres models over a large library of intermolecular interactions between small organic molecules. MASTIFF achieves quantitative accuracy, with respect to both high-level electronic structure theory and experiment, thus showing promise as a basis for “next-generation” force field development.},
doi = {10.1021/acs.jctc.7b00851},
journal = {Journal of Chemical Theory and Computation},
number = 2,
volume = 14,
place = {United States},
year = {2018},
month = {1}
}
https://doi.org/10.1021/acs.jctc.7b00851
Web of Science
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