关注
Suhan Kim
Suhan Kim
Inha Universitiy
在 inha.edu 的电子邮件经过验证
标题
引用次数
引用次数
年份
Data-driven multiscale finite-element method using deep neural network combined with proper orthogonal decomposition
S Kim, H Shin
Engineering with Computers 40 (1), 661-675, 2024
192024
Deep learning framework for multiscale finite element analysis based on data-driven mechanics and data augmentation
S Kim, H Shin
Computer Methods in Applied Mechanics and Engineering 414, 116131, 2023
142023
Development of Homogenization Data-based Transfer Learning Framework to Predict Effective Mechanical Properties and Thermal Conductivity of Foam Structures
W Lee, S Kim, HJ Sim, JH Lee, BH An, YJ Kim, SY Jeong, H Shin
Composites Research 36 (3), 205-210, 2023
42023
A Data-driven Multiscale Analysis for Hyperelastic Composite Materials Based on the Mean-field Homogenization Method
S Kim, W Lee, H Shin
Composites Research 36 (5), 329-334, 2023
2023
MLP, GR, RBF 인공신경망을 이용한 분자 동역학 데이터 기반 초탄성 구성방정식 모델링
김수한， 왕호림， 이원주， 안병혁， 김유정， 이주호， 신현성
대한기계학회 논문집 A 권 47 (1), 49-57, 2023
2023
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