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Non-conformal coarse-grained potentials for water.

Tonalli Rodríguez-López1, Yuriy Khalak2, Mikko Karttunen2

  • 1Departamento de Física, Universidad Autónoma Metropolitana, Iztapalapa, Apdo 55 534, Mexico DF 09340, Mexico.

The Journal of Chemical Physics
|October 9, 2017
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Summary
This summary is machine-generated.

Developing accurate coarse-grained water models is challenging. This study found that simple potentials are not transferable across different conditions, suggesting complex models are needed for reliable simulations.

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Area of Science:

  • Computational chemistry
  • Materials science
  • Chemical physics

Background:

  • Modeling water accurately and efficiently is a significant challenge.
  • Coarse-grained models offer computational advantages but require careful parameterization.
  • Existing models often struggle with transferability across different thermodynamic conditions.

Purpose of the Study:

  • To develop and evaluate coarse-grained water models using approximate non-conformal and generalized Stockmayer potentials.
  • To assess the transferability of these models across various temperatures and pressures.
  • To determine the necessary complexity for accurate and transferable water models.

Main Methods:

  • Fitting single-particle coarse-grained potentials to the radial distribution function and liquid-gas density profile of the atomistic extended simple point charge (SPC/E) model.
  • Utilizing downhill simplex optimization for parameter fitting.
  • Comparing the developed models against established potentials like monatomic water (mW) and ELBA, and direct iterative Boltzmann inversion of SPC/E.

Main Results:

  • Symmetrical potentials were found to be non-transferable, requiring re-parametrization for new state points.
  • The addition of a point dipole alone was insufficient to ensure accuracy and transferability across temperatures (300 K-500 K) and pressures.
  • Achieving transferability necessitates careful selection of target properties during model optimization.

Conclusions:

  • Simple coarse-grained water models with symmetrical potentials lack transferability.
  • Enhanced model complexity, beyond simple potentials and point dipoles, is likely required for transferable water models.
  • The choice of target properties during optimization critically influences model accuracy and transferability.