발행물

전체 논문

318

171

Machine learning-based optimization of segmented thermoelectric power generators using temperature-dependent performance properties
Demeke, W[Demeke, Wabi], Ryu, B[Ryu, Byungki], Ryu, S[Ryu, Seunghwa]
APPLIED ENERGY, 202402

172

Optimization of grid composite configuration to maximize toughness using integrated hierarchical deep neural network and genetic algorithm
Kim, Taek-Soo, Ryu, Seunghwa, Lee, Jaemin, Park, Donggeun, Park, Kundo, Song, Hyunggwi
MATERIALS & DESIGN, 202402

173

Innovators in mechanics of materials
Ryu, Seunghwa, Mitchell, Geoffrey Robert, Caggiano, Antonio, Radovitzky, Raul A., Trovalusci, Patrizia, Pugno, Nicola Maria
FRONTIERS IN MATERIALS, 202401

174

Machine learning-based inverse design methods considering data characteristics and design space size in materials design and manufacturing: a review
Lee, JHY[Lee, Junhyeong], Park, D[Park, Donggeun], Lee, MY[Lee, Mingyu], Lee, HG[Lee, Hugon], Park, K[Park, Kundo], Lee, IK[Lee, Ikjin], Ryu, S[Ryu, Seunghwa]
MATERIALS HORIZONS, 202312

175

Optimization of injection molding process using multi-objective bayesian optimization and constrained generative inverse design networks
Jung, J[Jung, Jiyoung], Park, K[Park, Kundo], Cho, B[Cho, Byungjin], Park, J[Park, Jinkyoo], Ryu, S[Ryu, Seunghwa]
JOURNAL OF INTELLIGENT MANUFACTURING, 202312

176

Design of aluminum plate phononic crystals with wide bandgaps via free-form shape optimization using deep neural networks
Demeke, W[Demeke, Wabi], Jung, JY[Jung, Jiyoung], Song, H[Song, Hyunggwi], Ryu, B[Ryu, Byungki], Ryu, S[Ryu, Seunghwa], Jeon, W[Jeon, Wonju]
EXTREME MECHANICS LETTERS, 202312

177

Simple and Multiplexed Detection of Nucleic Acid Targets Based on Fluorescent Ring Patterns and Deep Learning Analysis
Lee, J[Lee, Juhee], Lee, T[Lee, Taegu], Lee, HN[Lee, Ha Neul], Kim, H[Kim, Hyoungsoo], Kang, YK[Kang, Yoo Kyung], Ryu, S[Ryu, Seunghwa], Chung, HJ[Chung, Hyun Jung]
ACS APPLIED MATERIALS & INTERFACES, 202311

178

Expanding Design Spaces in Digital Composite Materials: A Multi-Input Deep Learning Approach Enhanced by Transfer Learning and Multi-kernel Network
Park, D[Park, Donggeun], Park, M[Park, Minwoo], Ryu, S[Ryu, Seunghwa]
ADVANCED THEORY AND SIMULATIONS, 202311

179

Hierarchical Generative Network: A Hierarchical Multitask Learning Approach for Accelerated Composite Material Design and Discovery
Park, D[Park, Donggeun], Lee, J[Lee, Jaemin], Park, K[Park, Kundo], Ryu, S[Ryu, Seunghwa]
ADVANCED ENGINEERING MATERIALS, 202311

180

Multi-objective Bayesian optimization for the design of nacre-inspired composites: optimizing and understanding biomimetics through AI
Park, K[Park, Kundo], Song, C[Song, Chihyeon], Park, J[Park, Jinkyoo], Ryu, S[Ryu, Seunghwa]
MATERIALS HORIZONS, 202310