Jiyoung Jung - Publications, H-index & Citations

Jiyoung Jung

University of California

18H指数

42论文数

1.3K被引数

收录论文 22

发表时间

Learning Moisture-Induced Damage From Vision: Diffusion Models for Real-Time Monitoring of Additive Manufacturing Processes 从视觉中学习水分引起的损伤：用于增材制造过程实时监测的扩散模型

Advanced Science

IF14.1

2026-07-01

OAAI

Jiyoung Jung; Yuna Yoo; Dharneedar Ravichandran; Dahyun Daniel Lim; Grace X. Gu

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

Enhancing Prediction Performance and Generalizing for Transverse Behavior of Unidirectional Composites via Strategic Input Feature Augmentation 通过战略性输入特征增强提升单向复合材料横向行为的预测性能和泛化能力

ADVANCED THEORY AND SIMULATIONS

IF2.9

2025-01-07

PREAI

Park, M; Jung, J; Moon, H; Park, D; Go, MS; Noh, HK; Lim, JH; Ryu, S

Auxetic kirigami structure-based self-powered strain sensor with customizable performance using machine learning 基于拉胀kirigami结构的自供电应变传感器，具有使用机器学习的可定制性能

NANO ENERGY

IF17.1

2024-11-01

PREAI

Gu, Jimin; Jung, Yongsu; Ahn, Junseong; Ahn, Jihyeon; Choi, Jungrak; Kang, Byeongmin; Jeong, Yongrok; Ha, Ji-Hwan; Kim, Taehwan; Jung, Young; Park, Jaeho; Jung, Jiyoung; Ryu, Seunghwa; Lee, Ikjin; Park, Inkyu

Data-driven airfoil shape optimization framework for enhanced flutter performance

PHYSICS OF FLUIDS

IF4.3

2024-10-10

PREAI

Jung, Jiyoung; Gu, Grace X.

Bioinspired materials for underwater adhesion with pathways to switchability

CELL REPORTS PHYSICAL SCIENCE

IF7.3

2023-10-01

OAAI

Lee, Chanhong; Shi, Huiqi; Jung, Jiyoung; Zheng, Bowen; Wang, Kan; Tutika, Ravi; Long, Rong; Lee, Bruce P.; Gu, Grace X.; Bartlett, Michael D.

Double generative network (DGNet) pipeline for structure-property relation of digital composites

COMPOSITE STRUCTURES

IF7.1

2023-09-01

PREAI

Park, Donggeun; Jung, Jiyoung; Ryu, Seunghwa

A generalizable and interpretable deep learning model to improve the prediction accuracy of strain fields in grid composites

MATERIALS & DESIGN

IF7.9

2022-11-01

OAAI

Park, Donggeun; Jung, Jiyoung; Gu, Grace X.; Ryu, Seunghwa

Human-muscle-inspired single fibre actuator with reversible percolation 具有可逆渗流的人类肌肉启发的单纤维致动器

NATURE NANOTECHNOLOGY

IF34.9

2022-10-27

OAAI

Kim, In Ho; Choi, Subi; Lee, Jieun; Jung, Jiyoung; Yeo, Jinwook; Kim, Jun Tae; Ryu, Seunghwa; Ahn, Suk-kyun; Kang, Jiheong; Poulin, Philippe; Kim, Sang Ouk

Improved incrementally affine homogenization method for viscoelastic-viscoplastic composites based on an adaptive scheme

COMPOSITE STRUCTURES

IF7.1

2022-10-01

PREAI

Jung, Jiyoung; Kim, Youngsoo; Lee, Sangryun; Doghri, Issam; Ryu, Seunghwa

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

Improving the Sensitivity of the Mechanoluminescence Composite through Functionalization for Structural Health Monitoring

ACS APPLIED MATERIALS & INTERFACES

IF8.2

2022-06-23

PREAI

Song, Hyunggwi; Timilsina, Suman; Jung, Jiyoung; Kim, Taek-Soo; Ryu, Seunghwa

Transfer learning for enhancing the homogenization-theory-based prediction of elasto-plastic response of particle/short fiber-reinforced composites

COMPOSITE STRUCTURES

IF7.1

2022-04-01

PREAI

Jung, Jiyoung; Kim, Yongtae; Park, Jinkyoo; Ryu, Seunghwa

Applicability of interface spring and interphase models in micromechanics for predicting effective stiffness of polymer-matrix nanocomposite

EXTREME MECHANICS LETTERS

IF4.5

2021-11-01

PREAI

Lee, Sangryun; Jung, Jiyoung; Ryu, Seunghwa

Self-powered strain sensor based on the piezo-transmittance of a mechanical metamaterial 基于机械超材料压电透射率的自供电应变传感器

NANO ENERGY

IF17.1

2021-11-01

PREAI

Gu, Jimin; Ahn, Junseong; Jung, Jiyoung; Cho, Seokjoo; Choi, Jungrak; Jeong, Yongrok; Park, Jaeho; Hwang, Soonhyoung; Cho, Incheol; Ko, Jiwoo; Ha, Ji-Hwan; Zhao, Zhi-Jun; Jeon, Sohee; Ryu, Seunghwa; Jeong, Jun-Ho; Park, Inkyu

Micromechanics-based theoretical prediction for thermoelectric properties of anisotropic composites and porous media

INTERNATIONAL JOURNAL OF THERMAL SCIENCES

IF5

2021-07-01

PREAI

Jung, Jiyoung; Demeke, Wabi; Lee, Sangryun; Chung, Jaywan; Ryu, Byungki; Ryu, Seunghwa

Multiscale modeling framework to predict the effective stiffness of a crystalline-matrix nanocomposite

INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE

IF5.7

2021-04-01

PREAI

Lee, Sangryun; Jung, Jiyoung; Kim, Youngsoo; Kim, Yongtae; Ryu, Seunghwa

3D Hierarchical Nanotopography for On-Site Rapid Capture and Sensitive Detection of Infectious Microbial Pathogens

ACS NANO

IF16

2021-01-27

PREAI

Kim, Kyung Hoon; Hwang, Ahreum; Song, Younseong; Lee, Wang Sik; Moon, Jeong; Jeong, Jinyoung; Bae, Nam Ho; Jung, Young Mee; Jung, Jiyoung; Ryu, Seunghwa; Lee, Seok Jae; Choi, Bong Gill; Kang, Taejoon; Lee, Kyoung G.

Micromechanics-based prediction of the effective properties of piezoelectric composite having interfacial imperfections

COMPOSITE STRUCTURES

IF7.1

2020-05-01

PREAI

Lee, Sangryun; Jung, Jiyoung; Ryu, Seunghwa

Investigation of effective thermoelectric properties of composite with interfacial resistance using micromechanics-based homogenisation

INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

IF5.8

2019-12-01

OAAI

Jung, Jiyoung; Lee, Sangryun; Ryu, Byungki; Ryu, Seunghwa

研究方向