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Title: 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:
 [1];  [2]; ORCiD logo [1]
  1. Theoretical Chemistry Institute and Department of Chemistry, University of Wisconsin−Madison, Madison, Wisconsin 53706, United States
  2. 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}
}

Journal Article:
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https://doi.org/10.1021/acs.jctc.7b00851

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  • Rendine, Stefano; Pieraccini, Stefano; Forni, Alessandra
  • Physical Chemistry Chemical Physics, Vol. 13, Issue 43
  • DOI: 10.1039/c1cp22436k

Computational prediction of organic crystal structures and polymorphism
journal, July 2008


Molecular modeling and dynamics studies with explicit inclusion of electronic polarizability: theory and applications
journal, August 2009

  • Lopes, Pedro E. M.; Roux, Benoit; MacKerell, Alexander D.
  • Theoretical Chemistry Accounts, Vol. 124, Issue 1-2
  • DOI: 10.1007/s00214-009-0617-x

GEM*: A Molecular Electronic Density-Based Force Field for Molecular Dynamics Simulations
journal, March 2014

  • Duke, Robert E.; Starovoytov, Oleg N.; Piquemal, Jean-Philip
  • Journal of Chemical Theory and Computation, Vol. 10, Issue 4
  • DOI: 10.1021/ct500050p

Trace Flue Gas Contaminants Poison Coordinatively Unsaturated Metal–Organic Frameworks: Implications for CO 2 Adsorption and Separation
journal, September 2012

  • Yu, Kuang; Kiesling, Kalin; Schmidt, J. R.
  • The Journal of Physical Chemistry C, Vol. 116, Issue 38
  • DOI: 10.1021/jp307894e

Dispersion Energy from Density-Functional Theory Description of Monomers
journal, July 2003


Importance of anisotropy in the evaluation of dispersion interactions
journal, February 2011


Advancing beyond the atom-centered model in additive and nonadditive molecular mechanics
journal, October 1997


Inclusion of the quadrupole moment when describing polarization. The effect of the dipole-quadrupole polarizability
journal, April 2008

  • Holt, Asbjørn; Karlström, Gunnar
  • Journal of Computational Chemistry, Vol. 29, Issue 12
  • DOI: 10.1002/jcc.20976

Nature and magnitude of aromatic base stacking in DNA and RNA: Quantum chemistry, molecular mechanics and experiment
journal, June 2013

  • Šponer, Jiří; Šponer, Judit E.; Mládek, Arnošt
  • Biopolymers
  • DOI: 10.1002/bip.22322

Dispersion energies for small organic molecules: first row atoms
journal, June 2008


On the Anisotropy of van der Waals Atomic Radii of O, S, Se, F, Cl, Br, and I
journal, December 2013

  • Eramian, Hamed; Tian, Yong-Hui; Fox, Zach
  • The Journal of Physical Chemistry A, Vol. 117, Issue 51
  • DOI: 10.1021/jp4077728

Carbon Dioxide. The Heat Capacity and Vapor Pressure of the Solid. The Heat of Sublimation. Thermodynamic and Spectroscopic Values of the Entropy
journal, January 1937

  • Giauque, W. F.; Egan, C. J.
  • The Journal of Chemical Physics, Vol. 5, Issue 1
  • DOI: 10.1063/1.1749929

A revision of van der Waals atomic radii for molecular crystals: N, O, F, S, Cl, Se, Br and I bonded to carbon
journal, August 1985

  • Nyburg, S. C.; Faerman, C. H.
  • Acta Crystallographica Section B Structural Science, Vol. 41, Issue 4
  • DOI: 10.1107/S0108768185002129

Comment on “Using Kohn−Sham Orbitals in Symmetry-Adapted Perturbation Theory To Investigate Intermolecular Interactions”
journal, December 2001

  • Jansen, Georg; Hesselmann, Andreas
  • The Journal of Physical Chemistry A, Vol. 105, Issue 49
  • DOI: 10.1021/jp0112774

Fluid-solid equilibrium of carbon dioxide as obtained from computer simulations of several popular potential models: The role of the quadrupole
journal, February 2013

  • Pérez-Sánchez, G.; González-Salgado, D.; Piñeiro, M. M.
  • The Journal of Chemical Physics, Vol. 138, Issue 8
  • DOI: 10.1063/1.4792443

Atomic Level Anisotropy in the Electrostatic Modeling of Lone Pairs for a Polarizable Force Field Based on the Classical Drude Oscillator
journal, August 2006

  • Harder, Edward; Anisimov, Victor M.; Vorobyov, Igor V.
  • Journal of Chemical Theory and Computation, Vol. 2, Issue 6
  • DOI: 10.1021/ct600180x

Key Role of the Polarization Anisotropy of Water in Modeling Classical Polarizable Force Fields
journal, August 2007

  • Piquemal, Jean-Philip; Chelli, Riccardo; Procacci, Piero
  • The Journal of Physical Chemistry A, Vol. 111, Issue 33
  • DOI: 10.1021/jp072687g

Some new ideas in the theory of intermolecular forces: anisotropic atom-atom potentials
journal, June 1988

  • Stone, A. J.; Price, S. L.
  • The Journal of Physical Chemistry, Vol. 92, Issue 12
  • DOI: 10.1021/j100323a006