발행물

전체 논문

318

161

Comparative Study of Multi-objective Bayesian Optimization and NSGA-III based Approaches for Injection Molding Process
Ryu, Seunghwa, Jung, Jiyoung, Park, Kundo, Lee, Hugon, Cho, Byungjin
ADVANCED THEORY AND SIMULATIONS, 202407

162

Deep generative spatiotemporal learning for integrating fracture mechanics in composite materials: inverse design, discovery, and optimization
Park, Donggeun, Lee, Jaemin, Lee, Hugon, Gu, Grace X., Ryu, Seunghwa
MATERIALS HORIZONS, 202407

163

Data-driven prediction of strain fields in auxetic structures and non-contact validation with mechanoluminescence for structural health monitoring
Kim, Taek-Soo, Ryu, Seunghwa, Lee, Hugon, Gu, Chang-Yeon, Kang, Sukheon, Park, Minwoo, Jo, Junheui
International Journal of AI for Materials and Design, 202407

164

Comprehensive correlation analysis of electromechanical behavior in high-stretchable carbon nanotube/polymer composites
Ryu, Seunghwa, Jin, Seong-Won, Go, Myeong-Seok, Lee, Youngu, Lim, Jae Hyuk
FUNCTIONAL COMPOSITES AND STRUCTURES, 202406

165

Innovative 3D printing of mechanoluminescent composites: Vat photopolymerization meets machine learning
Ryu, Seunghwa, Park, Kundo, Lee, Hugon, Jo, Junheui, Song, Hyunggwi
ADDITIVE MANUFACTURING, 202406

166

Electrode Placement Optimization for Electrical Impedance Tomography Using Active Learning
Kim, Jung, Ryu, Seunghwa, Kim, Yongtae, Park, Kundo, Lee, Junhyeong, Park, Kyungseo
ADVANCED ENGINEERING MATERIALS, 202406

167

Synergy in bio-inspired hybrid composites with hierarchically structured fibrous reinforcements
Ryu, Seunghwa, Sansone, Nello D., Jung, Jiyoung, Serles, Peter, Aguiar, Rafaela, Razzaz, Zahir, Leroux, Matthew, Filleter, Tobin, Lee, Patrick C.
CHEMICAL ENGINEERING JOURNAL, 202405

168

Enhancing Injection Molding Optimization for SFRPs Through Multi-Fidelity Data-Driven Approaches Incorporating Prior Information in Limited Data Environments
Lee, Hugon, Lee, Min Gyu, Jung, Jiyoung, Lee, Ikjin, Ryu, Seunghwa
ADVANCED THEORY AND SIMULATIONS, 202405

169

On-Demand Crack Formation on DNA Film via Organic Solvent-Induced Dehydration
Yoon, Dong Ki, Ryu, Seunghwa, Park, Soon Mo, Kim, Juri, Moon, Hyeonbin, Lee, Soeun
ADVANCED MATERIALS, 202404

170

Ultrastrong and Deformable Aluminum-Based Composite Nanolaminates with Transformable Binary Intergranular Films
Ryu, Seunghwa, Zhao, Lei, Lee, Taegu, Zheng, Siting, Zheng, Wangshu, Zhang, Di, Guo, Qiang
NANO LETTERS, 202403