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253
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51
Forecasting Long-term Spatial-temporal Dynamics with Generative Transformer Networks
Donggeun Park, Hugon Lee, Seunghwa Ryu
1970
52
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
53
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
54
Contextual Multi-Objective Bayesian Optimization
Chihyeong Song, Kundo Park, Seunghwa Ryu, Jinkyoo Park
1970
55
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
56
Hybrid neural network architecture for predicting the physical properties of inorganic materials
Taegu Lee†, Jinwook Yeo†, Sojin Kim, Seunghwa Ryu*
1970
57
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
58
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
59
Strengthening Effect in Aluminum-Graphene Nanolayered Composites via Interface Engineering
Daeho Kim†, Joohee Choi†, Seunghwa Ryu*, Seung Min Han*
Materials Science & Engineering A, 2025
60
Mass production of liquid metal-based twisted fiber electrodes with high conductivity, stretchability, and toughness for intelligent digital apparel
Gun-Hee Lee, Yunheum Lee, Hyeonyeob Seo, Kyunghyun Jo, Jinwook Yeo, Semin Kim, Jae-Young Bae, Carmel Majidi, Jiheong Kang, Seung-Kyun Kang, Seunghwa Ryu, Seongjun Park*
Nature Communications, 2025
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