The viscosity of molten metals is a critical parameter influencing melt fluidity, alloy forming
quality, and casting performance. It is therefore essential to maintain melt viscosity within an …

Despite the use of inorganic glasses for more than 4500 years, the composition–property
relationships in these materials remain poorly understood. Here, exploiting largescale …

Abstract The Glass Genome has only started to be explored. To advance the next generation
design of glasses, both physics-informed and data-driven models must be widely available …

The composition of oxide glasses is characterized by high dimensionality and sparsity,
making it challenging to establish high-precision predictive models. Therefore, feature …

The prediction accuracy of current mainstream machine learning (ML) models depends on
regulating many hyperparameters. In this paper, a deep forest (DF) model with a few …

Metallic glasses (MGs) as emerging amorphous materials have attracted considerable
interest due to their excellent mechanical, physical, and chemical properties. However, the …

Due to their unique optical and electronic functionalities, chalcogenide glasses are materials
of choice for numerous microelectronic and photonic devices. However, to extend the range …

From optical fiber to high-tech displays, glass relaxation plays a critical role. Due to the non-
equilibrium nature of glass, there is a constant evolution associated with relaxation that …

Recent studies on intermetallic glasses challenged the conventional cognition that the glass
formability would be deteriorated by the presence of intermetallics. To reveal the vitrification …

Alloys around eutectic points are thought to be good glass formers. However, the glass-
forming ability (GFA) as a function of composition from pure metals to the eutectic alloy has …