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.
Corning Incorporated is a Fortune 500 American technology company that specializes in glass science, ceramic science, and optical physics. Founded in 1851, Corning manufactures specialty glass, ceramics, and related materials and technologies for industrial and scientific applications.
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