2 citations · 3 across the 5 of their papers we have counts for
4 papers · 1 filter
Observing Nucleation and Crystallization of Rocksalt LiF from Molten State through Molecular Dynamics Simulations with Refined Machine-Learned Force Field
Boyuan Xu, Liyi Bai, Shenzhen Xu +1
Lithium fluoride (LiF) is a critical component for stabilizing lithium metal anode and high-voltage cathodes towards the next-generation high-energy-density lithium batteries. Rece…
Observing Li Nucleation at Li Metal-Solid Electrolyte Interface in All-Solid-State Batteries
Yun An, Taiping Hu, Quanquan Pang +1
Benefiting from the significantly improved energy density and safety, all-solid-state lithium batteries (ASSLBs) are considered one of the most promising next-generation energy tec…
Observation of dendrite formation at Li metal-electrolyte interface: A machine-learning enhanced constant potential framework
Taiping Hu, Haichao Huang, Guobing Zhou +8
Uncontrollable dendrites growth during electrochemical cycles leads to low Coulombic efficiency and critical safety issues in Li metal batteries. Hence, a comprehensive understandi…
A Spin-dependent Machine Learning Framework for Transition Metal Oxide Battery Cathode Materials
Taiping Hu, Teng Yang, Jianchuan Liu +9
Owing to the trade-off between the accuracy and efficiency, machine-learning-potentials (MLPs) have been widely applied in the battery materials science, enabling atomic-level dyna…