A New Transferable Interatomic Potential for Molecular Dynamics Simulations of Borosilicate Glasses
arXiv:1712.08267 · doi:10.1016/j.jnoncrysol.2018.04.063
Abstract
Borosilicate glasses are traditionally challenging to model using atomic scale simulations due to the composition and thermal history dependence of the coordination state of B atoms. Here, we report a new empirical interatomic potential that shows a good transferability over a wide range of borosilicate glasses--ranging from pure silicate to pure borate end members--while relying on a simple formulation and a constant set of energy parameters. In particular, we show that our new potential accurately predicts the compositional dependence of the average coordination number of boron atoms, glass density, overall short-range and medium-range order structure, and shear viscosity values for several borosilicate glasses and liquids. This suggests that our new potential could be used to gain new insights into the structure of a variety of advanced borosilicate glasses to help elucidate composition-structure-property relationships--including in complex nuclear waste immobilization glasses.
References in corpus (7)
- Cooling rate effects in amorphous Silica: A Computer Simulation Study
- Structural, vibrational, and elastic properties of a calcium aluminosilicate glass from molecular dynamics simulations: the role of the potential
- Cooling-Rate Effects in Sodium Silicate Glasses: Bridging the Gap between Molecular Dynamics Simulations and Experiments
- Structural properties of a calcium aluminosilicate glass from molecular-dynamics simulations: A finite size effects study
- Structural, vibrational and thermal properties of densified silicates : insights from Molecular Dynamics
- Computer modeling of natural silicate melts: what can we learn from ab initio simulations
- First principles study of a sodium borosilicate glass-former I: The liquid state
Cited by in corpus (8)
- Predicting Young's Modulus of Glasses with Sparse Datasets using Machine Learning
- New interaction potentials for borate glasses with mixed network formers
- New interaction potentials for alkaline earth silicate and borate glasses
- Slowly Quenched, High Pressure Glassy BO at DFT Accuracy
- Failure to Reproduce the Results of "A new transferable interatomic potential for molecular dynamics simulations of borosilicate glasses''
- Machine Learning Forcefield for Silicate Glasses
- On the Boroxol Ring Fraction in Melt-Quenched BO Glass
- Topological Origins of Flexibility and Internal Stress in Sodium Aluminosilicate Glasses