2 citations · 2 across the 1 of their papers we have counts for
3 papers
cond-mat.mtrl-sci2025
Structural and mechanical properties of W-Cu compounds characterized by a neural-network-based potential
Jianchuan Liu, Tao Chen, Sheng Mao +1
Tungsten-copper (W-Cu) compounds are widely utilized in various industrial fields due to their exceptional mechanical properties. In this study, we have developed a neural-network-…
cond-mat.soft2024
GMXPolymer: a generated polymerization algorithm based on GROMACS
Jianchuan Liu, Haiyan Lin, Xun Li
This work introduces a method for generating generalized structures of amorphous polymers using simulated polymerization and molecular dynamics equilibration, with a particular foc…
cond-mat.mtrl-sci2023★ 2 cited
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…