An in silico analysis of unsteady flow structures in a microaxial blood pump under a pulsating rotation speed. - Chenghan Chen; Mingkui Zhang; Pengfei Hao; Feng He; Xiwen Zhang (Comput. Methods Programs Biomed., 2024)

Enhancing cardiac hemodynamic and pulsatility in heart failure via deep reinforcement learning: An in-silico and in-vitro validation study of percutaneous ventricular assist devices. - Yuyang Shi; Zhike Xu; Chenghan Chen; Feng He; Pengfei Hao; Xiwen Zhang (Comput. Methods Programs Biomed., 2025)

A LSTM-Transformer Model for pulsation control of pVADs. - Chaoran E; Chenghan Chen; Yuyang Shi; Haiyun Wang; Peixin Hua; Xiwen Zhang (CoRR, 2025)