Search Results for author: Marta Wolinska

Found 2 papers, 1 papers with code

Multi-Objective Quality-Diversity for Crystal Structure Prediction

1 code implementation25 Mar 2024 Hannah Janmohamed, Marta Wolinska, Shikha Surana, Thomas Pierrot, Aron Walsh, Antoine Cully

This approach overlooks other potentially interesting materials that lie in neighbouring local minima and have different material properties such as conductivity or resistance to deformation.

Illuminating the property space in crystal structure prediction using Quality-Diversity algorithms

no code implementations6 Mar 2024 Marta Wolinska, Aron Walsh, Antoine Cully

Consequently, we also show the value of using neural networks to model crystal properties and enable the identification of novel composition--structure combinations.

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