Publications

Articles de conférences internationales

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 IA au service de... 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.

2023 IA au service de... 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 IA au service de... 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.

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

Articles de conférences nationales

2024 Elohan Veillon, Astrid Klipfel, Bastien Casier, Zied Bouraoui, Adlane Sayede, An ab-initio screening pipeline to evaluate metrics used in generative ML models for materials in 2èmes Journées Plénières du GDR IAMAT 2024,2024.

Articles de workshops internationaux

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.