Search Results for author: Yaël Frégier

Found 3 papers, 3 papers with code

Unified Model for Crystalline Material Generation

1 code implementation7 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.

Total Energy

Optimized Crystallographic Graph Generation for Material Science

1 code implementation7 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.

Graph Generation

Mind2Mind : transfer learning for GANs

1 code implementation27 Jun 2019 Yaël Frégier, Jean-Baptiste Gouray

Training generative adversarial networks (GANs) on high quality (HQ) images involves important computing resources.

Transfer Learning

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