A Symmetry-Aware Multimodal Transformer for Spin Hall Conductivity Prediction

Ying Zhang, Lei Shen, Wu Yihong

Keywords: Spin Hall Effect, Multimodal Transformer, Crystallographic Symmetry, Reciprocal-Space Band Structure, Graph Neural Network, Ab Initio Validation

TL;DR: we propose a symmetry-aware multi-modal transformer architecture to synergistically integrate real-space crystallographic geometry with the reciprocal-space electronic structure descriptors for the Spin Hall Conductivity prediction.

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: 157