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cond-mat.mtrl-sci2023★ 203 cited
General-purpose machine-learned potential for 16 elemental metals and their alloys
Keke Song, Rui Zhao, Jiahui Liu +25
Machine-learned potentials (MLPs) have exhibited remarkable accuracy, yet the lack of general-purpose MLPs for a broad spectrum of elements and their alloys limits their applicabil…
cond-mat.mtrl-sci2019
Correlations in the chain melting of host-guest Calcium
Jiahao Dong, Yao Luo, Yong Wang +1
In this paper, we study chain melting state in the commensurate host-guest structure of calcium. We trained a NN (neural network) force field with DeepMD-kit, and by implementing c…