Nucleation, growth, and crystallization in oxide glass-formers. A current perspective

M Montazerian, ED Zanotto - Reviews in Mineralogy …, 2022 - pubs.geoscienceworld.org
Vitrification from the molten state hinges on averting crystallization during the cooling path.
On the other hand, critical natural processes, such as the formation of snow and igneous …

Developing novel amorphous alloys from the perspectives of entropy and shear bands

S Feng, ZQ Song, Y Zhang, Z Li, LM Wang… - Science China …, 2023 - Springer
Amorphous alloys are a new member of the amorphous material family. Due to the lack of
long-range ordering of atomic arrangement, amorphous alloys show unique properties …

GlassNet: a multitask deep neural network for predicting many glass properties

DR Cassar - Ceramics International, 2023 - Elsevier
A multitask deep neural network model was trained on more than 218k different glass
compositions. This model, called GlassNet, can predict 85 different properties (such as …

ViscNet: Neural network for predicting the fragility index and the temperature-dependency of viscosity

DR Cassar - Acta materialia, 2021 - Elsevier
Viscosity is one of the most important properties of disordered matter. The temperature-
dependence of viscosity is used to adjust process variables for glass-making, from melting to …

Deep learning aided rational design of oxide glasses

R Ravinder, KH Sridhara, S Bishnoi, HS Grover… - Materials …, 2020 - pubs.rsc.org
Designing new glasses requires a priori knowledge of how the composition of a glass
dictates its properties such as stiffness, density, or processability. Thus, accelerated design …

Physical aging of lithium disilicate glass

RF Lancelotti, TR Cunha, MAC Kurtovic… - Journal of Non …, 2023 - Elsevier
Refractive index measurements were used to probe the structural relaxation behavior during
the physical aging of a lithium disilicate glass at temperatures below the glass transition. The …

Hybrid machine learning/physics-based approach for predicting oxide glass-forming ability

CJ Wilkinson, C Trivelpiece, R Hust, RS Welch… - Acta Materialia, 2022 - Elsevier
Predicting the liquid compositions that will vitrify at experimentally accessible quench rates
remains one of the grand challenges in the field of condensed matter physics. This glass …

Flash sintering with concurrent crystallization of Li1. 5Al0. 5Ge1. 5 (PO4) 3 glass

JV Campos, IR Lavagnini, VM Zallocco, EB Ferreira… - Acta Materialia, 2023 - Elsevier
Abstract Single-phase Li 1.5 Al 0.5 Ge 1.5 (PO 4) 3 NaSICON (Na superionic conductor)
glass-ceramic is obtained via a new route using flash-sinter crystallization. Green compacts …

New Interpretation of Glass Formation in Isomeric Substances: Shifting from Melting‐Point to Melting‐Entropy

B Ren, Z Li, Y Zhang, S Feng, LM Wang - Advanced Science, 2023 - Wiley Online Library
Revealing the critical thermodynamic parameters determining the glass formation of
substances is of great significance for understanding the glass transition and guiding the …

Crystal growth kinetics in BaS semiconductor: Molecular dynamics simulation and theoretical calculations

L Separdar, JP Rino, ED Zanotto - Acta Materialia, 2024 - Elsevier
Understanding the liquid-solid phase transition mechanisms and dynamics is of boundless
scientific significance, and holds enormous technological relevance in designing mono or …