출판물 – 스마트제조데이터분석연구실

Automatic Melt Pool Segmentation and Tracking in the X-ray Image Sequence, R. Zhang, M. Maftouni, J. Chung, B. Shen, R. Wang, Z.J. Kong — Journal of Intelligent Manufacturing (2025), Accepted
Sensor Fusion Transformer for Interpretable Multi-sensor Anomaly Detection, H. Chung, J. Chung, S. Bae — Engineering Applications of Artificial Intelligence (2025), Accepted
Reinforced Scan: A Reinforcement Learning Enabled Scanning Strategy in PBF Additive Manufacturing, C. Dou, J. Chung, R. Gnanasambandam, Z.J. Kong — Journal of Advanced Manufacturing Technology (2025), Accepted

Ensuring Additive Manufacturing Quality And Cyber-Physical Security Via Side Channel Measurements And Transmissions, N. Jordan, J. Chung, Z.J. Kong, C. Williams — Journal of Manufacturing Systems 73 (2024): 275-286
Predicting the Stereoselectivity of Chemical Transformations by the Composite Machine Learning Method, J. Chung, J. Li, A. Saimon, P. Hong, Z.J. Kong — Scientific Reports 14.1 (2024): 12131
Imbalanced Spectral Data Analysis using Data Augmentation based on the Generative Adversarial Network, J. Chung, J. Zhang, Y. Liu, A. Saimon, B.N. Johnson, Z.J. Kong — Scientific Reports 14.1 (2024): 13230
A Sparse Bayesian Learning for Diagnosis of Nonstationary and Spatially Correlated Faults with Application to Multi-Stage Assembly Systems, J. Chung, Z.J. Kong — IEEE Transactions on Automation Science and Engineering (2024): 20, 6716-6728 · Finalist, IISE QCRE Division Best Track Paper Competition

A Novel Sparse Bayesian Learning and Its Application to Fault Diagnosis for Multi-station Assembly Systems, J. Chung, B. Shen, Z.J. Kong — IISE Transactions 56.1 (2023): 84-97
Process Parameter Optimization for Reproducible Fabrication of 3D-printed Tissue Scaffold Porosity and Mechanical Properties, A.C.C. Law, R. Wang, J. Chung, D. Garcia, E. Kucukdger, B.N. Johnson, Z.J. Kong — Journal of Intelligent Manufacturing 35.4 (2023): 1825-1844
Anomaly Detection in Additive Manufacturing Processes using Supervised Classification with Imbalanced Sensor Data based on Generative Adversarial Network, J. Chung, B. Shen, Z.J. Kong — Journal of Intelligent Manufacturing 35.5 (2023): 2387-2406
Self-scalable Tanh (Stan): Accelerated Convergence and Better Generalization of Physics-Informed Neural Networks, R. Gnanasambandam, B. Shen, J. Chung, X. Yue, Z.J. Kong — IEEE Transactions on Pattern Analysis and Machine Intelligence 45.12 (2023): 15588-15603 · Winner, IISE QCRE/ProcessMiner Data Challenge Competition · Winner, Informs DMDA Workshop Poster Competition

Reinforcement Learning-based Defect Mitigation for Quality Assurance of Additive Manufacturing, J. Chung, B. Shen, A.C.C. Law, Z.J. Kong — Journal of Manufacturing Systems 65 (2022): 822-835 · Winner, IISE QCRE Division Best Student Paper Award

Crime risk maps: a multivariate spatial analysis of crime data, J. Chung, H. Kim — Geographical Analysis 51.4 (2019): 475-499