Machine learning for glass science and engineering: A review

H Liu, Z Fu, K Yang, X Xu, M Bauchy - Journal of Non-Crystalline Solids, 2021 - Elsevier
The design of new glasses is often plagued by poorly efficient Edisonian “trial-and-error”
discovery approaches. As an alternative route, the Materials Genome Initiative has largely …

Beyond the average: spatial and temporal fluctuations in oxide glass-forming systems

KA Kirchner, DR Cassar, ED Zanotto, M Ono… - Chemical …, 2022 - ACS Publications
Atomic structure dictates the performance of all materials systems; the characteristic of
disordered materials is the significance of spatial and temporal fluctuations on composition …

Modeling hardness of polycrystalline materials and bulk metallic glasses

XQ Chen, H Niu, D Li, Y Li - Intermetallics, 2011 - Elsevier
Though extensively studied, hardness, defined as the resistance of a material to
deformation, still remains a challenging issue for a formal theoretical description due to its …

Towards ultrastrong glasses

L Wondraczek, JC Mauro, J Eckert, U Kühn, J Horbach… - 2011 - Wiley Online Library
The development of new glassy materials is key for addressing major global challenges in
energy, medicine, and advanced communications systems. For example, thin, flexible, and …

Topological principles of borosilicate glass chemistry

MM Smedskjaer, JC Mauro… - The Journal of …, 2011 - ACS Publications
Borosilicate glasses display a rich complexity of chemical behavior depending on the details
of their composition and thermal history. Noted for their high chemical durability and thermal …

Impact of Bi2O3 on the glass system B2O3-TeO2–MgO–PbO on the purpose of radiation shielding efficacy

HA Thabit, MI Sayyed, FO Okoh, S Yasmin… - Progress in Nuclear …, 2024 - Elsevier
In this study, eight glass samples were prepared with the composition of [x Bi 2 O 3-(75-x) B
2 O 3–15TeO 2–5MgO–5PbO; where x= 0, 10, 20, 25, 30, 40, 50, and 60 mol%]. In the …

Ultrastrong conductive in situ composite composed of nanodiamond incoherently embedded in disordered multilayer graphene

Z Li, Y Wang, M Ma, H Ma, W Hu, X Zhang, Z Zhuge… - Nature materials, 2023 - nature.com
Traditional ceramics or metals cannot simultaneously achieve ultrahigh strength and high
electrical conductivity. The elemental carbon can form a variety of allotropes with entirely …

[PDF][PDF] Topological constraint theory of glass

JC Mauro - American Ceramic Society Bulletin, 2011 - lehigh.edu
Amicroscopic physical description of the glassy state long has eluded even the top scientists
in condensed matter physics because of the complicated noncrystalline nature of glass …

Crack-resistant Al2O3–SiO2 glasses

GA Rosales-Sosa, A Masuno, Y Higo, H Inoue - Scientific reports, 2016 - nature.com
Abstract Obtaining “hard” and “crack-resistant” glasses have always been of great important
in glass science and glass technology. However, in most commercial glasses both …

A review on Machine learning aspect in physics and mechanics of glasses

J Singh, S Singh - Materials Science and Engineering: B, 2022 - Elsevier
The glass science and technology is a rapidly develo** field which is focused on
development of new glasses with excellent properties. Glasses are the non-crystalline …