596 citations · 809 across the 11 of their papers we have counts for
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physics.chem-ph2025★ 100 cited
DeePMD-kit v3: A Multiple-Backend Framework for Machine Learning Potentials
Jinzhe Zeng, Duo Zhang, Anyang Peng +44
In recent years, machine learning potentials (MLPs) have become indispensable tools in physics, chemistry, and materials science, driving the development of software packages for m…
physics.comp-ph2025★ 13 cited
Picosecond-scale Heterogeneous Melting of Metals at Extreme Non-equilibrium States
Qiyu Zeng, Xiaoxiang Yu, Bo Chen +4
Extreme electron-ion non-equilibrium states, generated by ultrafast laser excitation, lead to melting processes that are fundamentally different from those under conventional therm…