1 code implementation • 7 Jun 2023 • Astrid Klipfel, Yaël Frégier, Adlane Sayede, Zied Bouraoui
One of the greatest challenges facing our society is the discovery of new innovative crystal materials with specific properties.
1 code implementation • 7 Jun 2023 • Astrid Klipfel, Yaël Frégier, Adlane Sayede, Zied Bouraoui
With the aim of training graph-based generative models of new material discovery, we propose an efficient tool to generate cutoff graphs and k-nearest-neighbours graphs of periodic structures within GPU optimization.
1 code implementation • 27 Jun 2019 • Yaël Frégier, Jean-Baptiste Gouray
Training generative adversarial networks (GANs) on high quality (HQ) images involves important computing resources.