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Deunbom Chung

Seoul National University

Kwanak-gu

Seoul, 151-742

Korea, Republic of (South Korea)

  • Seoul National University

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Scholarly Papers (1)

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Indentation-Informed Convolutional Neural Network for Simultaneous Prediction of Residual Stress and Plastic Flow

Number of pages: 32 Posted: 19 Aug 2025
Minwoo Park, Deunbom Chung, Wanchuck Woo Ph.D, Seungcheol Oh, Kyeongjae Jeong and Heung Nam Han
Seoul National University, Seoul National University, Korea Atomic Energy Research Institute - Neutron Science Center, affiliation not provided to SSRN, Sungkyunkwan University and Seoul National University - Research Institute of Advanced Materials
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Abstract:

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Spherical indentation, Finite element analysis, Residual stress, Convolutional neural network, Sensitivity analysis