S2SNet: A Pretrained Neural Network for Superconductivity Discovery

1 code implementation • 28 Jun 2023 • Ke Liu, Kaifan Yang, Jiahong Zhang, Renjun Xu

To the best of our knowledge, S2SNet is the first work to predict superconductivity with only information of crystal structures.

Electrical Engineering Language Modelling +1

$E(2)$-Equivariant Vision Transformer

1 code implementation • 11 Jun 2023 • Renjun Xu, Kaifan Yang, Ke Liu, Fengxiang He

To address this issue, we design a Group Equivariant Vision Transformer (GE-ViT) via a novel, effective positional encoding operator.