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

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.

Machine learning algorithm implementation in materials science

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.