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New optimization scheme to obtain interaction potentials for oxide glasses.

Siddharth Sundararaman1, Liping Huang1, Simona Ispas2

  • 1Department of Materials Science and Engineering, Rensselaer Polytechnic Institute, Troy, New York 12180, USA.

The Journal of Chemical Physics
|October 12, 2018
PubMed
Summary
This summary is machine-generated.

We developed a new method for creating accurate atomic simulation potentials for oxide glasses. This approach improves two-body potentials, outperforming older methods and complex three-body potentials for silica simulations.

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Area of Science:

  • Materials Science
  • Computational Chemistry
  • Condensed Matter Physics

Background:

  • Accurate simulation of atomic systems, like oxide glasses, requires effective potentials.
  • Existing parameterization schemes may not fully capture the complex behavior of these materials.

Purpose of the Study:

  • To introduce a novel scheme for parameterizing effective potentials for atomic system simulations.
  • To enhance the accuracy of potentials used for simulating oxide glasses, specifically silica.

Main Methods:

  • Utilized radial distribution functions from liquid ab initio simulations.
  • Incorporated vibrational density of states from glass ab initio simulations.
  • Integrated experimental data on the pressure dependence of glass density for optimization.

Main Results:

  • The new scheme yielded significantly more accurate pair potentials for silica compared to previous methods.
  • Demonstrated the superiority of simple two-body potentials over more complex three-body potentials.
  • Calculated pressure dependence of elastic moduli, showing good agreement with experimental data.

Conclusions:

  • The proposed parameterization scheme offers a superior method for developing accurate effective potentials.
  • This advancement enables more reliable simulations of oxide glasses and related materials.
  • The findings highlight the potential of refined two-body potentials in materials modeling.