Zhi-Xiang Fan

A Dual-Mode Crystal Structure Prediction Framework for Fixed Element Sets and Fixed Structural Prototypes.

Crystal structure prediction (CSP) is a cornerstone technology for the efficient discovery and rational design of functional materials. Here, we propose a deep-learning-enabled dual-mode CSP framework that simultaneously supports two complementary tasks: predicting stable crystal structures for given elemental composit...