Understanding the Role of 1/2 ⟨110⟩ Dislocations in Deformation Mechanisms of Single-Crystal High-Entropy Carbide Ceramics from Machine Learning Force Field Simulations

Jie Liu,Rui Zhou,Kun Luo,Qi An

doi:10.1021/acsaenm.4c00280

Understanding the Role of 1/2 ⟨110⟩ Dislocations in Deformation Mechanisms of Single-Crystal High-Entropy Carbide Ceramics from Machine Learning Force Field Simulations

Jie Liu, Rui Zhou + Show 2 more

https://doi.org/10.1021/acsaenm.4c00280

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Journal: ACS Applied Engineering Materials

Publication Date: Jul 9, 2024

#Machine Learning Force Field #Machine Learning Force #Learning Force Field #High-Entropy Carbide #Force Field Simulations #Carbide Ceramics #Field Simulations #Force Field #Deformation Mechanisms #Machine Learning

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Understanding the Role of 1/2 ⟨110⟩ Dislocations in Deformation Mechanisms of Single-Crystal High-Entropy Carbide Ceramics from Machine Learning Force Field Simulations