Litcius/Paper detail

Revealing the medium-range structure of glassy silica using force-enhanced atomic refinement

Qi Zhou, Ying Shi, Binghui Deng, Tao Du, Lijie Guo, Morten M. Smedskjær, Mathieu Bauchy

2021Journal of Non-Crystalline Solids15 citationsDOIOpen Access PDF

Abstract

The medium-range order structure of silicate glasses remains poorly known as it is not directly visible from conventional experiments. In turn, although atomistic simulations offer a direct access to the structure of glasses, they face several limitations, e.g., extremely high cooling rates. Here, we adopt the force-enhanced atomic refinement (FEAR) method to overcome these limitations and reveal the atomic structure of glassy silica, both at the short- and medium-range length scales. We find that FEAR yields a glass structure that simultaneously exhibits higher thermodynamic stability and enhanced agreement with experimental structure data as compared with molecular dynamics and reverse Monte Carlo simulations. Overall, we show that the increased stability enabled by FEAR primarily arises from the fact that the generated atomic configuration exhibits a more ordered medium-range structure and a lower fraction of unstable small silicate rings.

Topics & Concepts

Materials scienceSilicate glassMolecular dynamicsChemical physicsRange (aeronautics)Stability (learning theory)SilicateMonte Carlo methodAtomic unitsNanotechnologyComputational chemistryChemistryPhysicsComputer scienceComposite materialMachine learningStatisticsOrganic chemistryQuantum mechanicsMathematicsGlass properties and applicationsMaterial Dynamics and PropertiesHigh-pressure geophysics and materials