Equivariant Graph Neural Network for Crystalline Materials (Invited Paper). - Astrid Klipfel; Zied Bouraoui; Yaël Frégier; Adlane Sayede (STRL@IJCAI, 2022)

Equivariant Message Passing Neural Network for Crystal Material Discovery. - Astrid Klipfel; Zied Bouraoui; Olivier Peltre; Yaël Frégier; Najwa Harrati; Adlane Sayede (AAAI, 2023)

Unified Model for Crystalline Material Generation. - Astrid Klipfel; Yaël Frégier; Adlane Sayede; Zied Bouraoui (IJCAI, 2023)

Optimized Crystallographic Graph Generation for Material Science. - Astrid Klipfel; Yaël Frégier; Adlane Sayede; Zied Bouraoui (IJCAI, 2023)

Vector Field Oriented Diffusion Model for Crystal Material Generation. - Astrid Klipfel; Yaël Frégier; Adlane Sayede; Zied Bouraoui (AAAI, 2024)