Astrid Klipfel
4 papers · 2023–2024 · 2 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(2)
🐝
Cross-Pollinator
(14)
Conferences
AAAI (2)
IJCAI (2)
Top co-authors
Keywords
material discovery
(3)
graph neural network
(3)
crystal material generation
(2)
generative model
(2)
crystal structure generation
(1)
crystalline material
(1)
equivariant neural network
(1)
gpu optimization
(1)
message passing neural network
(1)
periodic equivariant architecture
(1)
crystal lattice deformation
(1)
thermodynamic stability
(1)
atomic position generation
(1)
periodic structure
(1)
crystal structure
(1)
materials discovery
(1)
crystal generation
(1)
material science
(1)
periodic equivariant
(1)
crystallographic structure
(1)
Papers
Vector Field Oriented Diffusion Model for Crystal Material Generation
AAAI 2024
Equivariant Message Passing Neural Network for Crystal Material Discovery
AAAI 2023
Unified Model for Crystalline Material Generation
IJCAI 2023
Optimized Crystallographic Graph Generation for Material Science
IJCAI 2023