HyperAI Super Neural

Sep 29, 2025 · Artificial Intelligence

CGformer: A Global‑Attention AI Model that Outperforms CGCNN in Material Design

The Shanghai Jiao Tong University team introduces CGformer, a crystal‑graph neural network that fuses Graphormer’s global attention with CGCNN’s graph representation, achieving up to 25% lower MAE on high‑entropy sodium solid‑electrolyte predictions and enabling the experimental synthesis of six high‑performance materials.