Direct computation of parameters for accurate polarizable force fields
Toon Verstraelen1, Steven Vandenbrande1, Paul W Ayers2
1Center for Molecular Modeling (CMM), Member of the QCMM Ghent-Brussels Alliance, Ghent University, Technologiepark 903, B9000 Ghent, Belgium.
We developed a new electronic linear response model for polarizable force fields, generalizing Atom-Condensed Kohn-Sham Density Functional Theory (ACKS2). This model accurately captures polarization and charge-transfer effects without manual parameter tuning, simplifying force field development.
Area of Science:
- Computational Chemistry
- Quantum Chemistry
- Materials Science
Background:
- Polarizable force fields are crucial for accurately simulating molecular systems.
- Existing models often struggle to efficiently incorporate polarization and charge-transfer effects.
- Atom-Condensed Kohn-Sham Density Functional Theory (ACKS2) provides a framework for such simulations.
Purpose of the Study:
- To present an improved electronic linear response model for polarizable force fields.
- To generalize the ACKS2 model to include advanced features like atomic multipoles and off-center basis functions.
- To enable efficient parameter computation, reducing the need for manual calibration.
Main Methods:
- Generalization of the ACKS2 model to arbitrary variational theories.
- Inclusion of atomic multipoles and off-center basis functions.
- Efficient computation of model parameters as expectation values of electronic wavefunctions.
Main Results:
- The model accurately incorporates polarization and charge-transfer effects.
- Parameters are derived directly from theory, eliminating manual tuning.
- Numerical validation on 110 molecules demonstrated high accuracy using fluctuating charges and dipoles.
- In the limit of complete basis sets, the model exactly reproduces linear response properties.
Conclusions:
- The developed model offers a significant advancement for creating accurate polarizable force fields.
- Its efficiency and accuracy facilitate the development of sophisticated molecular simulations.
- The generalized approach broadens the applicability of ACKS2-based methods.
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