Beyond Known Archetypes: A Generative AI Framework for Inverse Design of Flat-Band Materials from Geometric Outliers

Yihao Wei, Ivan Savochkin, Xiangwen Wang, Artem Mishchenko, Qian Yang

Submission Type: I want my submission to be considered for both oral and poster presentation.

Keywords: Flat-band materials, inverse design, graph neural networks, sublattice geometry, generative AI, correlated electron physics, density functional theory, tight-binding models, quantum materials

Confirmation Of Submission Requirements: I submit an abstract. It uses the template provided on the submission page and is no longer than 2 pages.

Submission Number: 357