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Coarse-grained modeling of multiphase interactions at microscale.

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A new coarse-grained molecular dynamics framework models microscale multiphase systems. This computational tool accurately predicts thermodynamic and mechanical properties for water-vapor and fused silica, enabling diverse material simulations.

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Area of Science:

  • Computational Physics
  • Materials Science
  • Chemical Engineering

Background:

  • Modeling microscale multiphase systems is crucial for understanding complex material behaviors.
  • Existing methods often struggle to capture emergent thermodynamic and mechanical properties accurately.

Purpose of the Study:

  • To develop and validate a coarse-grained molecular dynamics (CGMD) framework for simulating microscale multiphase systems.
  • To demonstrate the framework's ability to reproduce known properties of water-vapor and fused silica.
  • To implement and validate a deformable solid model within the CGMD framework.

Main Methods:

  • Developed a CGMD framework capable of handling diverse inter-particle interactions.
  • Created specific models for water-vapor and fused silica systems.
  • Implemented and validated spatial scaling methods for solid, liquid, and multiphase systems.
  • Adjusted solid-liquid inter-particle potentials to control wettability (contact angle).

Main Results:

  • The water-vapor model accurately reproduced density and surface tension across temperatures.
  • The fused silica model successfully predicted experimental density, tensile strength, and Young's modulus.
  • The framework demonstrated length-scale independence, allowing calibration at one microscale and application at another without recalibration.
  • Tunable wettability was achieved by modifying inter-particle potentials.

Conclusions:

  • The developed CGMD framework is a versatile tool for modeling microscale multiphase systems.
  • The framework accurately captures emergent thermodynamic and mechanical properties.
  • Its ability to handle different inter-particle interactions and length scales makes it suitable for diverse applications involving coexisting phases.