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Seungjin Kim

Yonsei University

Seoul

Korea, Republic of (South Korea)

  • Yonsei University

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Scholarly Papers (1)

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Design of Cubic-Symmetric Lattice Structures for Target Mechanical Properties Using Machine-Learned Models of Property Prediction and Structure Reconstruction

Number of pages: 26 Posted: 31 Mar 2025
Seungjin Kim, Sang Joon Lee, Yongwoo Kim, Sangryun Lee and Keonwook Kang
Yonsei University, Yonsei University, Yonsei University, Ewha Womans University and Yonsei University
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Abstract:

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Lattice structure, Machine learning, Deep Neural Network, Variational Auto-Encoder, Bayesian optimization, Elastic constants