Publications

International conferences

2024 Astrid Klipfel, Yaël Fregier, Adlane Sayede, Zied Bouraoui, Vector Field Oriented Diffusion Model for Crystal Material Generation in The 38th Annual AAAI Conference on Artificial Intelligence,vol. 38, pp. 22193-22201, 2024.

2023 AI at the service of... Astrid Klipfel, Zied Bouraoui, Olivier Peltre, Yaël Fregier, Najwa Harrati, Adlane Sayede, Equivariant Message Passing Neural Network for Crystal Material Discovery in AAAI Conference on Artificial Intelligence,vol. 37, pp. 14304-14311, 2023.

2023 AI at the service of... Astrid Klipfel, Yaël Frégier, Adlane Sayede, Zied Bouraoui, Optimized Crystallographic Graph Generation for Material Science in Thirty-Second International Joint Conference on Artificial Intelligence {IJCAI-23},International Joint Conferences on Artificial Intelligence Organization, pp. 7145-7148, 2023.

2023 AI at the service of... Astrid Klipfel, Yaël Frégier, Adlane Sayede, Zied Bouraoui, Unified Model for Crystalline Material Generation in 32nd International Joint Conference on Artificial Intelligence, IJCAI 2023,vol. 2023-August, pp. 6031 – 6039, 2023.

2022 Astrid Klipfel, Zied Bouraoui, Olivier Peltre, Yael Fregier, Adlane Sayede, Periodic equivariant graph neural network (PEGNN) for crystalin system in Matériaux 2022,2022.

International workshops

2022 Astrid Klipfel, Zied Bouraoui, Yaël Frégier, Adlane Sayede, Equivariant Graph Neural Network for Crystalline Materials in 1st International Workshop on Spatio-Temporal Reasoning and Learning,vol. 3190, 2022.