Concepedia

Juwon Na

JN

Statistics

Publications

6

Citations

196

H-Index

6

Active since

2020

Affiliations

Pohang University of Science and Technology(Current)

Korea Institute of Materials Science

Yonsei University

Korea Institute of Industrial Technology

Juwon Na is an author at Pohang University of Science and Technology specializing in engineering, machine learning, and deep learning.

Top concepts

EngineeringMachine LearningMicroscopyDeep LearningComputer ScienceMaterial ScienceMechanical EngineeringData ScienceImage AnalysisMachine Vision

Publications per year

2020–2023

6

Publications

6

Super-resolving material microstructure image via deep learning for microstructure characterization and mechanical behavior analysis

Jaimyun Jung, Juwon Na, Hyung Keun Park et al. · npj Computational Materials · 2021 · 59 citations · Full text

High Resolution, Engineering, Multiscale Mechanics +20

Deep learning-based discriminative refocusing of scanning electron microscopy images for materials science

Juwon Na, Gyuwon Kim, Seong-Hoon Kang et al. · Acta Materialia · 2021 · 53 citations

Materials Science, Convolutional Neural Network, Engineering +9

A unified microstructure segmentation approach via human-in-the-loop machine learning

Juwon Na, Se‐Jong Kim, Heekyu Kim et al. · Acta Materialia · 2023 · 30 citations

Machine Vision, Machine Learning, Image Analysis +10

Development of Artificial Neural Network System to Recommend Process Conditions of Injection Molding for Various Geometries

Chihun Lee, Juwon Na, Kyongho Park et al. · Advanced Intelligent Systems · 2020 · 28 citations · Full text

Search Optimization, Artificial Intelligence, Engineering +21

Deep Feature Selection Framework for Quality Prediction in Injection Molding Process

Iljeok Kim, Juwon Na, Jong Pil Yun et al. · IEEE Transactions on Industrial Informatics · 2023 · 13 citations

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