Hayoung Doo

Catalyst Diffusion Transformer: Generative Inverse Design of Heterogeneous Catalysts

CatDiT is presented, a unified framework for inverse catalyst design that generates valid and novel structures ranging from intermetallic alloys to oxide surfaces and establishes CatDiT as a practical and scalable approach for property-directed catalyst inverse design and targeted catalyst generation.