UbiDM: A new paradigm for product design and manufacturing via ubiquitous computing technology. - Suk-Hwan Suh; S.-J. Shin; Joo-Sung Yoon; Jumyung Um (Int. J. Comput. Integr. Manuf., 2008)

Developing ISO 14649-based conversational programming system for multi-channel complex machine tools. - Seungjun Shin; Jumyung Um; Joo-Sung Yoon; Suho Jeong; Jae-Min Cha; Suk-Hwan Suh; Dae-Hyuck Chung (Int. J. Comput. Integr. Manuf., 2009)

Integration of Design Intent during the Product Lifecycle Management. - Min-Jung Yoo; Jumyung Um; Ian Stroud; Soumaya El Kadiri; Dimitris Kiritsis (PLM, 2014)

Smart tracking to enable disturbance tolerant manufacturing through enhanced product intelligence. - Jumyung Um; Rengarajan Srinivasan; Alan Thorne; Duncan C. McFarlane (INDIN, 2015)

Development and evaluation of customisation process for ubiquitous product recovery management system. - Jumyung Um; Ian Anthony Stroud; Suk-Hwan Suh (Int. J. Comput. Integr. Manuf., 2015)

STEP-NC machine tool data model and its applications. - Jumyung Um; Suk-Hwan Suh; Ian Stroud (Int. J. Comput. Integr. Manuf., 2016)

Modular augmented reality platform for smart operator in production environment. - Jumyung Um; Jens Popper; Martin Ruskowski (ICPS, 2018)

Developing a Production Scheduling System for Modular Factory Using Constraint Programming. - Hoonseok Park; Jumyung Um; Jae-Yoon Jung 001; Martin Ruskowski (RAAD, 2019)

Edge Computing in Smart Production. - Jumyung Um; Volkan Gezer; Achim Wagner; Martin Ruskowski (RAAD, 2019)

Smart Factory Information Service Bus (SIBUS) for manufacturing application: requirement, architecture and implementation. - SooCheol Yoon; Jumyung Um; Suk-Hwan Suh; Ian Stroud; Joo-Sung Yoon (J. Intell. Manuf., 2019)

The architecture development of Industry 4.0 compliant smart machine tool system (SMTS). - Byeongwoo Jeon; Joo-Sung Yoon; Jumyung Um; Suk-Hwan Suh (J. Intell. Manuf., 2020)

GadgetArm - Automatic Grasp Generation and Manipulation of 4-DOF Robot Arm for Arbitrary Objects Through Reinforcement Learning. - JoungMin Park; SangYoon Lee; JaeWoon Lee; Jumyung Um (Sensors, 2020)

A One-Stage Ensemble Framework Based on Convolutional Autoencoder for Remaining Useful Life Estimation. - Yong-Keun Park; Min-Kyung Kim 004; Jumyung Um (Sensors, 2022)

Workers' Fatigue Status Monitoring System via Wearable Devices. - Jongsu Park; Junhyuck Moon; Jumyung Um (SOHOMA, 2023)

BoxStacker: Deep Reinforcement Learning for 3D Bin Packing Problem in Virtual Environment of Logistics Systems. - Shokhikha Amalana Murdivien; Jumyung Um (Sensors, 2023)

Development of Digital twin for Plug-and-Produce of a Machine tending system through ISO 21919 interface. - Yong-Keun Park; JoungMin Park; Sujong Kim; Dongyoon Lee; Sangyoon Lee; Jumyung Um (Int. J. Comput. Integr. Manuf., 2023)

Development of a Customized Blockchain Technology-Based Parameter Matching Protocol for Semiconductor Manufacturing. - Myoung Soo Choi; Jumyung Um; Sang-Seok Lee (IEEE Access, 2024)

Deploying data analytics models in asset administration shells: Energy prediction in manufacturing. - Seung-Jun Shin; Jumyung Um (Eng. Appl. Artif. Intell., 2024)

Digital twin for autonomous collaborative robot by using synthetic data and reinforcement learning. - Dongjun Kim; Minho Choi; Jumyung Um (Robotics Comput. Integr. Manuf., 2024)

Smart Cognitive HMI With Automated Knowledge Extraction for Machine Tool. - Jongsu Park; Jinho Son; Seongwoo Cho; Jumyung Um (IEEE Access, 2025)

Intelligent robot gripper using embedded AI sensor for box re-sequencing system integrated with spatial layout optimization. - Shokhikha Amalana Murdivien; Jumyung Um (Robotics Comput. Integr. Manuf., 2025)