We share in this repository some codes and data used during our research about glass property prediction and the design of new glasses.

Machine learning algorithm implementation in materials science

The Alchemist uses a pool of optimization algorithms and machine learning models to search for viable glass compositions for a given glass transition temperature (Tg) value.

A Web-based platform for Alchemist. The Alchemist uses a pool of optimization algorithms and machine learning models to search for viable glass compositions for a given glass transition temperature (Tg) value.