Martin Byung‐Guk Jun

Purdue University West Lafayette — United States

Engineering · Physical Sciences

38h-index6.0kcitations287works4.22yr avg
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Research Topics

Advanced machining processes and optimization(70), Advanced Surface Polishing Techniques(57), Advanced Machining and Optimization Techniques(39), Advanced Fiber Optic Sensors(31), Manufacturing Process and Optimization(27)

Publications287 total

Metal milling anomaly dataset
Kaggle·2026Open Access
Generative AI for Predictive Maintenance for Manufacturing: A Survey
Procedia CIRP·2026Open Access
Selection Strategies for Flexible Pressure Sensor Electrode Materials Toward Ultrafast Response
Advanced Functional Materials·2025· 1 citedOpen Access
Structured sound data augmentation based on spectral analysis for machine tool operational state monitoring
The International Journal of Advanced Manufacturing Technology·2025Open Access
EASEIR: Efficient and Adaptive Safe-set Estimation via Implicit Representation for High-dimensional Motion Planning
2025
Structured Sound Data Augmentation Based on Spectral Analysis for Machine Tool Operational State Monitoring
2025Open Access
Polymer metallization via cold spray: an investigation into the effects of particle hardness and morphology
Manufacturing Letters·2025Open Access
Cost-efficient laser direct writing of flexible electrodes using metal matrix composites
Manufacturing Letters·2025Open Access
IMPACT: Industrial Machine Perception via Acoustic Cognitive Transformer
arXiv (Cornell University)·2025Open Access
Collision Prediction Framework Using 3D Geometrical Digital Twins and Smart Manufacturing Middleware
International Journal of Precision Engineering and Manufacturing-Smart Technology·2025Open Access
GMGP: Generalized Model for Grasp Planning of Vacuum and Parallel Jaw Grippers
2025Open Access
Sound Data Augmentation Using Frequency Response Superposition for Machine Tool Component Running State Recognition
2025
Preface for Autonomous Manufacturing with Green Technology
International Journal of Precision Engineering and Manufacturing-Green Technology·2025· 1 citedOpen Access
High-Performance Methacrylate-Phenylenediamine-Epoxy Photothermal Dual-Curing Resin for Digital Light Processing
International Journal of Precision Engineering and Manufacturing·2025· 3 cited
Design, modeling, and characterization of a pulsed cold spray system
Surface and Coatings Technology·2025· 2 cited
Control-Resilient Roller Wear Prediction for Thin Wire Flattening Process via an Internal Sound-Guided Dynamic Conditional Network
International Journal of Precision Engineering and Manufacturing-Green Technology·2025· 1 cited
ChatCNC: Conversational machine monitoring via large language model and real-time data retrieval augmented generation
Journal of Manufacturing Systems·2025· 12 cited
Powering the extreme: rising world of batteries that could operate at ultra-low temperatures
Chemical Communications·2025Open Access
Pulsed Cold Spray System for Physical Unclonable Function Generation
Procedia CIRP·2025· 1 citedOpen Access
Overcoming sparse run-to-failure data challenges in manufacturing: A contrastive mixer framework for remaining useful life prediction
CIRP Annals·2025
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Frequent Co-authors

Junghyuk Ko(9), Richard E. DeVor(7), Shiv G. Kapoor(7), Huitaek Yun(6), Farid Ahmed(6), Hang-Eun Joe(5), Mohammad Malekian(5), Vahid Ahsani(4), Sukhwinder K. Bhullar(4), Nima Khadem Mohtaram(4), Stephanie M. Willerth(4), Simon S. Park(3), John W. Sutherland(3), Maxym V. Rukosuyev(3), Jason Keonhag Lee(3), Yong Hyun Cho(3), Patrick Lee(3), Md. Golam Mostofa(2), Han‐Jun Kim(2), Shuting Lei(2)