발행물

전체 논문

318

11

Structural hierarchy can enhance the elastic modulus of random porous materials
Yongwoo Kim, Hugon Lee, Sangmin Rhie, Seunghwa Ryu, Keonwook Kang
1970

12

Machine Learning Assisted Predictive Modelling of Bubble Growth Phenomenon in Foaming - Highlights
Xia Wei Shen†, Hugon Lee†, Lei Zhang, Nathan R.S. Chang, George Pehlert, Seunghwa Ryu*, Mu Sung Kweon, Patrick C. Lee*
1970

13

Forecasting Long-term Spatial-temporal Dynamics with Generative Transformer Networks
Donggeun Park, Hugon Lee, Seunghwa Ryu
1970

14

Enhancing Elastic Energy Focusing in Multimode Strain Regions via Bayesian Optimization of Gradient-Index Phononic Crystals for Energy Harvesting
Wabi Demeke, Sangryun Lee, Wonju Jeon*, Seunghwa Ryu*
1970

15

Predicting health condition of a seal using condition monitoring and anomaly detection architecture: An application to a marine oil purifier
Songho Lee, Seunghwa Ryu, Songkil Kim, Yongjin Kim*, Taehyun Lee*
1970

16

Contextual Multi-Objective Bayesian Optimization
Chihyeong Song, Kundo Park, Seunghwa Ryu, Jinkyoo Park
1970

17

The fingering patterns in the epithelial layer control the gap closure rate via curvature-mediated force
Hyuntae Jeong, Jinwook Yeo, Seunghwa Ryu*, Jennifer H. Shin*
1970

18

Hybrid neural network architecture for predicting the physical properties of inorganic materials
Taegu Lee†, Jinwook Yeo†, Sojin Kim, Seunghwa Ryu*
1970

19

Analytical model for shock wave propagation in layered materials and its application in designing of composites for shock energy attenuation
Stefano Signetti, Nicola M. Pugno, Seunghwa Ryu*
1970

20

Comparative Study of Gaussian Process and Additive Gaussian Process for Multi-objective Optimization in Air-Cooled Battery Thermal Management Systems
Hanbin Cho, Minjik Kim, Youngseo Park, Hugon Lee, Ijin Lee, Seunghwa Ryu
Journal of Mechanical Science and Technology, 1970