Machine learning modeling of the atomic structure and physical properties of alkali and alkaline-earth aluminosilicate glasses and melts

Charles Le Losq, Barbara Baldoni

The first version of the machine learning greybox model i-Melt was trained to predict latent and observed properties of K${}_2$O-Na${}_2$O-Al${}_2$O${}_3$-SiO${}_2$ melts and glasses. Here,…