Evaluation of Representations and Response Models for Polarizable Force Fields.
Amanda Li1, Alexey Voronin2,3, Andrew T Fenley2
1Department of Bioengineering, University of California, San Diego , 9500 Gilman Drive, La Jolla, California 92093-0419, United States.
Accurate molecular simulations require precise polarization models. This study reveals that while point-dipole representations offer higher accuracy potential, their common response models significantly reduce performance, highlighting the need for improved polarization response functions.
Area of Science:
- Computational chemistry
- Molecular modeling
- Physical chemistry
Background:
- Classical simulations of condensed-phase systems need accurate electronic polarization models.
- Polarization models consist of representation and response components.
- Common representations include charge redistribution and point dipoles.
Purpose of the Study:
- To analyze the accuracy of different polarization models by decoupling representation and response.
- To compare the maximal achievable accuracy of charge redistribution and point-dipole representations.
- To evaluate the performance of common response functions for point-dipole models.
Main Methods:
- Decoupling polarization representations from their response models.
- Comparing QM electrostatic potentials (ESPs) with model predictions for small molecules.
- Optimizing polarizabilities to fit QM ESPs for point-dipole models.
- Testing self-consistent and direct inducible point polarizability response functions.
Main Results:
- Atom-centered dipole models achieve higher accuracy than charge redistribution models in replicating QM ESPs.
- The widely used inducible dipole response model significantly degrades accuracy for point-dipole representations.
- Optimal charge redistribution can outperform inducible dipole models, even for out-of-plane polarization.
- The accuracy of inducible dipole models is limited by the response function, not solely the dipole representation.
Conclusions:
- Improvement of polarization response models is crucial for enhancing the accuracy of molecular simulations.
- Current inducible dipole response functions do not fully exploit the potential accuracy of the point-dipole representation.
- Further research into advanced response functions is needed for more reliable classical simulations.
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