596 citations · 1.6k across the 25 of their papers we have counts for
4 papers · 2 filters
Atomistic modelling of all dislocations and twins in HCP and BCC Ti
Tongqi Wen, Anwen Liu, Rui Wang +5
Ti exhibits complex plastic deformation controlled by active dislocation and twinning systems. Understandings on dislocation cores and twin interfaces are currently not complete or…
Classical and Machine Learning Interatomic Potentials for BCC Vanadium
Rui Wang, Xiaoxiao Ma, Linfeng Zhang +4
BCC transition metals (TMs) exhibit complex temperature and strain-rate dependent plastic deformation behaviour controlled by individual crystal lattice defects. Classical empirica…
Modeling the High-Pressure Solid and Liquid Phases of Tin from Deep Potentials with ab initio Accuracy
Tao Chen, Fengbo Yuan, Jianchuan Liu +4
Constructing an accurate atomistic model for the high-pressure phases of tin (Sn) is challenging because properties of Sn are sensitive to pressures. We develop machine-learning-ba…
Deep Potentials for Materials Science
Tongqi Wen, Linfeng Zhang, Han Wang +2
To fill the gap between accurate (and expensive) ab initio calculations and efficient atomistic simulations based on empirical interatomic potentials, a new class of descriptions o…