A Heterogeneous Parallel Non-von Neumann Architecture System for Accurate and Efficient Machine Learning Molecular Dynamics. - Zhuoying Zhao; Ziling Tan; Pinghui Mo; Xiaonan Wang; Dan Zhao; Xin Zhang 055; Ming Tao; Jie Liu (IEEE Trans. Circuits Syst. I Regul. Pap., 2023)

A novel method of heterogeneous parallel machine learning by CPU-TPU for molecular dynamics. - Yujia Zhang; Xin Zhang 055; Gang Zheng; Pinghui Mo; Zhuoying Zhao; Chenyang Li; Kai Tang; Jie Liu (Neural Comput. Appl., 2025)