Jumyung Um

965 total citations
53 papers, 638 citations indexed

About

Jumyung Um is a scholar working on Industrial and Manufacturing Engineering, Mechanical Engineering and Computer Vision and Pattern Recognition. According to data from OpenAlex, Jumyung Um has authored 53 papers receiving a total of 638 indexed citations (citations by other indexed papers that have themselves been cited), including 37 papers in Industrial and Manufacturing Engineering, 12 papers in Mechanical Engineering and 8 papers in Computer Vision and Pattern Recognition. Recurrent topics in Jumyung Um's work include Manufacturing Process and Optimization (23 papers), Digital Transformation in Industry (17 papers) and Flexible and Reconfigurable Manufacturing Systems (13 papers). Jumyung Um is often cited by papers focused on Manufacturing Process and Optimization (23 papers), Digital Transformation in Industry (17 papers) and Flexible and Reconfigurable Manufacturing Systems (13 papers). Jumyung Um collaborates with scholars based in South Korea, Switzerland and United Kingdom. Jumyung Um's co-authors include Suk‐Hwan Suh, Ian Stroud, Fabian Quint, Stephan Weyer, Seung‐Jun Shin, Rengarajan Srinivasan, Duncan McFarlane, James W. A. Strachan, Vaggelis Giannikas and Jun-Sik Yoon and has published in prestigious journals such as Annals of Oncology, IEEE Access and Sensors.

In The Last Decade

Jumyung Um

44 papers receiving 608 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Jumyung Um South Korea 13 422 129 91 84 55 53 638
Ali Ahmad Malik Denmark 12 831 2.0× 95 0.7× 75 0.8× 74 0.9× 55 1.0× 30 1.1k
Nathan Hartman United States 13 344 0.8× 111 0.9× 76 0.8× 84 1.0× 53 1.0× 54 544
Yue Yin Hong Kong 9 348 0.8× 62 0.5× 85 0.9× 42 0.5× 29 0.5× 14 717
Martin Krajčovič Slovakia 17 375 0.9× 55 0.4× 76 0.8× 33 0.4× 50 0.9× 55 607
Jiyuan Zang China 6 517 1.2× 101 0.8× 38 0.4× 40 0.5× 90 1.6× 12 882
Tauno Otto Estonia 14 361 0.9× 57 0.4× 52 0.6× 74 0.9× 33 0.6× 63 605
Gábor Erdős Hungary 17 386 0.9× 110 0.9× 64 0.7× 40 0.5× 35 0.6× 42 716
José Ríos Spain 20 721 1.7× 230 1.8× 94 1.0× 74 0.9× 67 1.2× 67 1.1k
Luca Gualtieri Italy 16 536 1.3× 73 0.6× 46 0.5× 23 0.3× 51 0.9× 28 999
Willibald A. Günthner Germany 14 411 1.0× 73 0.6× 185 2.0× 48 0.6× 75 1.4× 91 798

Countries citing papers authored by Jumyung Um

Since Specialization
Citations

This map shows the geographic impact of Jumyung Um's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Jumyung Um with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jumyung Um more than expected).

Fields of papers citing papers by Jumyung Um

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Jumyung Um. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Jumyung Um. The network helps show where Jumyung Um may publish in the future.

Co-authorship network of co-authors of Jumyung Um

This figure shows the co-authorship network connecting the top 25 collaborators of Jumyung Um. A scholar is included among the top collaborators of Jumyung Um based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Jumyung Um. Jumyung Um is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Um, Jumyung, et al.. (2025). Machine Learning Models to Identify Individuals With Imminent Suicide Risk Using a Wearable Device: A Pilot Study. Psychiatry Investigation. 22(2). 156–166. 1 indexed citations
2.
Um, Jumyung, et al.. (2025). Human-Understandable Communication for Industrial Multi-Robot Systems Using LLMs. IFAC-PapersOnLine. 59(10). 2916–2920.
3.
Um, Jumyung, et al.. (2025). Intelligent robot gripper using embedded AI sensor for box re-sequencing system integrated with spatial layout optimization. Robotics and Computer-Integrated Manufacturing. 94. 102979–102979.
4.
Mun, Duhwan, et al.. (2025). Generative 3D appearance design: A survey of generation, segmentation and editing by artificial intelligence. Journal of Computational Design and Engineering. 13(1). 1–23.
5.
Ra, Yoonsang, Dong-Jun Kim, Sumin Cho, et al.. (2025). Electrical grid-independent machine learning-assisted wearable gait analysis device with triboelectric-electromagnetic hybrid energy harvester. Biosensors and Bioelectronics. 288. 117766–117766. 1 indexed citations
6.
Shin, Seung‐Jun & Jumyung Um. (2024). Deploying data analytics models in asset administration shells: Energy prediction in manufacturing. Engineering Applications of Artificial Intelligence. 138. 109269–109269. 2 indexed citations
7.
Um, Jumyung, et al.. (2024). Development of a Customized Blockchain Technology-Based Parameter Matching Protocol for Semiconductor Manufacturing. IEEE Access. 12. 82521–82535. 2 indexed citations
8.
Cho, Seongwoo, et al.. (2024). Smart Cognitive HMI With Automated Knowledge Extraction for Machine Tool. IEEE Access. 13. 120–134.
9.
Cho, Seongwoo, et al.. (2024). Development of Fine-Tuned Retrieval Augmented Language Model specialized to manual books on machine tools. IFAC-PapersOnLine. 58(19). 187–192.
10.
Shin, Seung‐Jun & Jumyung Um. (2023). Integrating Predictive Model Markup Language with Asset Administration Shell. IFAC-PapersOnLine. 56(2). 9823–9830. 2 indexed citations
11.
Um, Jumyung, et al.. (2023). BoxStacker: Deep Reinforcement Learning for 3D Bin Packing Problem in Virtual Environment of Logistics Systems. Sensors. 23(15). 6928–6928. 11 indexed citations
12.
13.
Um, Jumyung, et al.. (2023). A Deep-Learning Approach for Identifying a Drunk Person Using Gait Recognition. Applied Sciences. 13(3). 1390–1390. 4 indexed citations
14.
Park, Ji Ho, et al.. (2023). Embedded AI system of low-cost sensor for robotic gripper in the box handling process. IET conference proceedings.. 2023(16). 6–11. 1 indexed citations
15.
Um, Jumyung, et al.. (2022). Operation-Driven Power Analysis of Discrete Process in a Cyber-Physical System Based on a Modularized Factory. Sustainability. 14(7). 3816–3816. 2 indexed citations
16.
Park, Yong‐Keun, Sujong Kim, & Jumyung Um. (2020). Development of Plug-n-Play Automation System for Machine Tending through Digital Twin. The e-Business Studies. 25(4). 143–154. 1 indexed citations
17.
Um, Jumyung, et al.. (2016). An architecture design for smart manufacturing execution system. Computer-Aided Design and Applications. 14(4). 472–485. 32 indexed citations
18.
Um, Jumyung, et al.. (2014). Factory Planning System Considering Energy-efficient Process under Cloud Manufacturing. Procedia CIRP. 17. 553–558. 10 indexed citations
19.
Shin, Seung‐Jun, et al.. (2009). Developing an ISO 44649-based e-CAM System Supporting Multi-channel e-CNC for Composite Machine Tools. Journal of the Korean Society for Precision Engineering. 26(4). 23–32. 1 indexed citations
20.
Shin, Seung‐Jun, et al.. (2009). Developing ISO 14649-based conversational programming system for multi-channel complex machine tools. International Journal of Computer Integrated Manufacturing. 22(6). 562–575. 2 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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