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Ryu, Seunghwa (유승화)
교수, (기계공학과)

https://sites.google.com/site/seunghwalab/

Research Area
Computational Mechanics, Structural design and CAE, Multiphysics modeling
Co-researchers
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    Mean-field homogenization of liquid metal elastomer composites: comparative study and exact dilute solution of core-shell inclusion

    Lee, Hugon; Yeo, Jinwook; Yu, Jecheon; et al, JOURNAL OF PHYSICS-CONDENSED MATTER, v.36, no.50, 2024-12

    2
    Customizable metamaterial design for desired strain-dependent Poisson's ratio using constrained generative inverse design network

    Kang, Sukheon; Song, Hyunggwi; Kang, Hyun Seok; et al, MATERIALS & DESIGN, v.247, 2024-11

    3
    Auxetic kirigami structure-based self-powered strain sensor with customizable performance using machine learning

    Gu, Jimin; Jung, Yongsu; Ahn, Junseong; et al, NANO ENERGY, v.130, 2024-11

    4
    Multi-Objective Bayesian Optimization for Laminate-Inspired Mechanically Reinforced Piezoelectric Self-Powered Sensing Yarns

    Yang, Ziyue; Park, Kundo; Nam, Jisoo; et al, ADVANCED SCIENCE, v.11, no.33, 2024-09

    5
    Multiplex Detection of Foodborne Pathogens using 3D Nanostructure Swab and Deep Learning-Based Classification of Raman Spectra

    Kang, Hyunju; Lee, Junhyeong; Moon, Jeong; et al, SMALL, v.20, no.35, 2024-08

    6
    Data-driven prediction of strain fields in auxetic structures and non-contact validation with mechanoluminescence for structural health monitoring

    Jo, Junheui; Park, Minwoo; Kang, Sukheon; et al, International Journal of AI for Materials and Design, v.1, no.2, pp.48, 2024-07

    7
    Comparative Study of Multi-objective Bayesian Optimization and NSGA-III based Approaches for Injection Molding Process

    Jung, Jiyoung; Park, Kundo; Lee, Hugon; et al, ADVANCED THEORY AND SIMULATIONS, v.7, no.7, 2024-07

    8
    Deep generative spatiotemporal learning for integrating fracture mechanics in composite materials: inverse design, discovery, and optimization

    Park, Donggeun; Lee, Jaemin; Lee, Hugon; et al, MATERIALS HORIZONS, v.11, no.13, pp.3048 - 3065, 2024-07

    9
    Electrode Placement Optimization for Electrical Impedance Tomography Using Active Learning

    Lee, Junhyeong; Park, Kyungseo; Park, Kundo; et al, ADVANCED ENGINEERING MATERIALS, v.26, no.11, 2024-06

    10
    Innovative 3D printing of mechanoluminescent composites: Vat photopolymerization meets machine learning

    Jo, Junheui; Park, Kundo; Song, Hyunggwi; et al, ADDITIVE MANUFACTURING, v.90, 2024-06

    11
    Comprehensive correlation analysis of electromechanical behavior in high-stretchable carbon nanotube/polymer composites

    Jin, Seong-Won; Go, Myeong-Seok; Lee, Youngu; et al, FUNCTIONAL COMPOSITES AND STRUCTURES, v.6, no.2, 2024-06

    12
    Synergy in bio-inspired hybrid composites with hierarchically structured fibrous reinforcements

    Sansone, Nello D.; Jung, Jiyoung; Serles, Peter; et al, CHEMICAL ENGINEERING JOURNAL, v.487, 2024-05

    13
    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; et al, ADVANCED THEORY AND SIMULATIONS, v.7, no.8, 2024-05

    14
    On-Demand Crack Formation on DNA Film via Organic Solvent-Induced Dehydration

    Lee, Soeun; Moon, Hyeonbin; Kim, Juri; et al, ADVANCED MATERIALS, v.36, no.31, 2024-04

    15
    Ultrastrong and Deformable Aluminum-Based Composite Nanolaminates with Transformable Binary Intergranular Films

    Zhao, Lei; Lee, Taegu; Zheng, Siting; et al, NANO LETTERS, v.24, no.13, pp.3843 - 3850, 2024-03

    16
    Optimization of grid composite configuration to maximize toughness using integrated hierarchical deep neural network and genetic algorithm

    Lee, Jaemin; Park, Donggeun; Park, Kundo; et al, MATERIALS & DESIGN, v.238, 2024-02

    17
    Machine learning-based optimization of segmented thermoelectric power generators using temperature-dependent performance properties

    Demeke, Wabi; Ryu, Byungki; Ryu, Seunghwa, APPLIED ENERGY, v.355, 2024-02

    18
    Machine learning-based analysis and prediction model on the strengthening mechanism of biopolymer-based soil treatment

    Lee, Haejin; Lee, Jaemin; Ryu, Seunghwa; et al, GEOMECHANICS AND ENGINEERING, v.36, no.4, pp.381 - 390, 2024-02

    19
    Highly Sensitive Soft Pressure Sensors for Wearable Applications Based on Composite Films with Curved 3D Carbon Nanotube Structures

    Jung, Young; Gu, Jimin; Yeo, Jinwook; et al, SMALL, v.20, no.2, 2024-01

    20
    Innovators in mechanics of materials

    Ryu, Seunghwa; Mitchell, Geoffrey Robert; Caggiano, Antonio; et al, FRONTIERS IN MATERIALS, v.10, 2024-01
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