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Molecular dynamics simulations of liquid silica crystallization
Haiyang Niu1,2, Pablo M Piaggi2,3, Michele Invernizzi2,4
1Department of Chemistry and Applied Biosciences, Eidgenossische Technische Hochschule (ETH) Zurich c/o Università della Svizzera Italiana Campus, 6900 Lugano, Switzerland.
This study successfully simulated liquid silica crystallization to beta-cristobalite using metadynamics and X-ray diffraction (XRD) peak intensities. This method overcomes simulation challenges, enabling accurate free energy calculations and melting point estimation.
Area of Science:
- Materials Science
- Computational Chemistry
- Mineral Physics
Background:
- Silica is abundant and widely utilized, but its crystallization mechanism is poorly understood.
- Simulating silica crystallization is challenging due to high energy barriers and glass-forming tendencies.
Purpose of the Study:
- To investigate the crystallization mechanism of liquid silica to beta-cristobalite.
- To develop a robust simulation method overcoming existing challenges.
Main Methods:
- Utilized metadynamics simulations with X-ray diffraction (XRD) peak intensities as collective variables.
- Employed atomic simulations to model liquid silica behavior.
Main Results:
- Achieved frequent solid-liquid transitions, indicating successful simulation control.
- Converged the free-energy surface, enabling accurate calculations.
- Estimated the melting temperature of beta-cristobalite, showing good agreement with literature values.
Conclusions:
- X-ray diffraction (XRD) peak intensities are effective collective variables for simulating silica crystallization.
- Classical nucleation theory accurately describes the nucleation mechanism in liquid silica crystallization.
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