Genetic Lookup for Apt Substances (GLAS)

Python module for solving the inverse design of materials.

What is it?

GLAS offers a helper class to facilitate the inverse design of new materials. All the genetic algorithm code is handled by the DEAP module.

How to install

The source code is hosted on GitHub at https://github.com/drcassar/glas.

Binary installers for the latest released version are available at the Python Package Index. To install GLAS using pip run

pip install glas

Dependencies

• Python 3.6+
• DEAP

Examples

See the examples directory.

How to cite

Cassar, D.R., Santos, G.G., and Zanotto, E.D. (2020). Designing optical glasses by machine learning coupled with genetic algorithms. ArXiv:2008.09187 [Cond-Mat, Physics:Physics].

GLAS license

GPL

GLAS, Python module for solving the inverse design of glasses. Copyright (C) 2020 Daniel Roberto Cassar

This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.