Python module for solving the inverse design of materials.

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

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

• Python 3.6
• DEAP

See the examples directory.

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].

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.