Kundo Park - Publications, H-index & Citations

Kundo Park

Korea Advanced Institute of Science and Technology

9H指数

41论文数

497被引数

收录论文 15

发表时间

Inverse design of nacre-inspired composites with coupled multiphysics fields via diffusion model 通过扩散模型进行耦合多物理场仿珍珠母复合材料的逆向设计

Composites Part B-Engineering

IF14.2

2026-08-25

PREAI

Jinun Byun; Kundo Park; Jecheon Yu; Donggeun Park; Seunghwa Ryu

Exploring the mechanical properties of aperiodic monotile composite family through Gaussian process regression 通过高斯过程回归探索非周期单砖复合材料族的力学性能

Extreme Mechanics Letters

IF4.5

2025-06-12

PREAI

Jiyoung Jung; Kundo Park; Grace X. Gu

DNN-based inverse design of line heating patterns for automated plate forming in shipbuilding using multi-start convex optimization

EXTREME MECHANICS LETTERS

IF4.5

2025-03-01

PREAI

Moon, Hyeonbin; Park, Kundo; Lee, Jaemin; Lee, Donggi; Ryu, Seunghwa

Multi-Objective Bayesian Optimization for Laminate-Inspired Mechanically Reinforced Piezoelectric Self-Powered Sensing Yarns 受层压板启发的机械增强压电自供电传感纱线的多目标贝叶斯优化

ADVANCED SCIENCE

IF14.1

2024-06-27

OAAI

Yang, Ziyue; Park, Kundo; Nam, Jisoo; Cho, Jaewon; Choi, Yong Jun; Kim, Yong-Il; Kim, Hyeonsoo; Ryu, Seunghwa; Kim, Miso

Innovative 3D printing of mechanoluminescent composites: Vat photopolymerization meets machine learning 机械发光复合材料的创新3D打印: Vat光聚合满足机器学习

ADDITIVE MANUFACTURING

IF11.1

2024-06-01

PREAI

Jo, Junheui; Park, Kundo; Song, Hyunggwi; Lee, Hugon; Ryu, Seunghwa

Electrode Placement Optimization for Electrical Impedance Tomography Using Active Learning

ADVANCED ENGINEERING MATERIALS

IF3.3

2024-04-25

OAAI

Lee, Junhyeong; Park, Kyungseo; Park, Kundo; Kim, Yongtae; Kim, Jung; Ryu, Seunghwa

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

MATERIALS & DESIGN

IF7.9

2024-02-01

OAAI

Lee, Jaemin; Park, Donggeun; Park, Kundo; Song, Hyunggwi; Kim, Taek-Soo; Ryu, Seunghwa

Designing directional adhesive pillars using deep learning-based optimization, 3D printing, and testing

MECHANICS OF MATERIALS

IF4.1

2023-10-01

PREAI

Kim, Yongtae; Yeo, Jinwook; Park, Kundo; Destree, Aymeric; Qin, Zhao; Ryu, Seunghwa

Hierarchical Generative Network: A Hierarchical Multitask Learning Approach for Accelerated Composite Material Design and Discovery

ADVANCED ENGINEERING MATERIALS

IF3.3

2023-09-20

PREAI

Park, Donggeun; Lee, Jaemin; Park, Kundo; Ryu, Seunghwa

Machine learning-based inverse design methods considering data characteristics and design space size in materials design and manufacturing: a review

MATERIALS HORIZONS

IF10.7

2023-01-01

PREAI

Lee, Junhyeong; Park, Donggeun; Lee, Mingyu; Lee, Hugon; Park, Kundo; Lee, Ikjin; Ryu, Seunghwa

Multi-objective Bayesian optimization for the design of nacre-inspired composites: optimizing and understanding biomimetics through AI

MATERIALS HORIZONS

IF10.7

2023-01-01

PREAI

Park, Kundo; Song, Chihyeon; Park, Jinkyoo; Ryu, Seunghwa

Isotropic 3D printing using material extrusion of thin shell and post-casting of reinforcement core

ADDITIVE MANUFACTURING

IF11.1

2022-10-01

PREAI

Son, Jihyuck; Yun, Seounghee; Park, Kundo; Ryu, Seunghwa; Kim, Sanha

Optimization of injection molding process using multi-objective bayesian optimization and constrained generative inverse design networks 基于多目标贝叶斯优化和约束生成反设计网络的注塑成型工艺优化

JOURNAL OF INTELLIGENT MANUFACTURING

IF7.4

2022-09-29

PREAI

Jung, Jiyoung; Park, Kundo; Cho, Byungjin; Park, Jinkyoo; Ryu, Seunghwa

Deep learning framework for material design space exploration using active transfer learning and data augmentation 使用主动迁移学习和数据增强的材料设计空间探索的深度学习框架

NPJ COMPUTATIONAL MATERIALS

IF11.9

2021-09-02

108

OAAI

Kim, Yongtae; Kim, Youngsoo; Yang, Charles; Park, Kundo; Gu, Grace X.; Ryu, Seunghwa

Coupled health monitoring system for CNT-doped self -sensing composites

CARBON

IF11.6

2020-09-01

PREAI

Park, Kundo; Scaccabarozzi, Diego; Sbarufatti, Claudio; Jimenez-Suarez, Aberto; Urena, Alejandro; Ryu, Seunghwa; Libonati, Flavia

研究方向