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矩张量机器学习势模型的发展与应用
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陈星秋 1(  ), 王建韬 1,2, 刘培涛 1(  )
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Moment Tensor Machine-Learning Potential: Development and Applications
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CHEN Xing-Qiu 1(  ), WANG Jiantao 1,2, LIU Peitao 1(  )
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图7. MTP模型在Ni-Al合金体系中的应用[66,96,97]
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Fig.7. Applications of MTP model on Ni-Al alloys (a) distributions of projected first-nearest-neighboring pairs for both the complex stacking fault (CSF) and bulk Ni3Al at 1454 K[96] (d—displacement) (b) temperature-dependent critical stresses to unlock a Kear-Wilsdorf lock (KWL)[97] (τ1, τ2—critical stresses for unlocking the KWL) (c) migration of stacking fault tetrahedra (SFT) cluster in Ni[66]
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