Publications

@article{cpstgp2026,
  title={A Spatio-Temporal Gaussian Process with Change-Points for Image-Based Degradation Data},
  author={Lim*, M. and Bae, S. J.},
  journal={IISE Transactions},
  volume={58},
  number={6},
  pages={641-657},
  year={2026}
}

@article{bio2026,
  title={AI-Guided 4D Printing of Carnivorous Plants-Inspired Microneedles for Accelerated Wound Healing},
  author={Lee, H. and Kim, M. -J. and Kim, D. and Moon, C. H. and Bang, S. and Kang, H. S. and Gwon, J. Y. and Seo, J. H. and Jeon, J. and Son, J. and Lim*, M. and Kang, M. and Lee, D. Y. and Lim, D. and Park, J. -H. and Cha, G. D. and Lee, S. -H. and Jang, T. -S. and Yang, K. and Jeong, Y. and Eom, Y. and Jung, H. -D.},
  journal={Advanced Materials},
  volume={38},
  number={39},
  pages={e23665},
  year={2026}
}

@article{qraddt2025,
  title={A Nonlinear Quantile Regression for Accelerated Destructive Degradation Testing Data},
  author={Bae, S. J. and Lim*, M.},
  journal={IISE Transactions},
  volume={57},
  number={6},
  pages={621-638},
  year={2025}
}

@article{powerplant2024,
  title={Depth-Based Condition Monitoring and Anomaly Contribution Analysis for Combined Cycle Power Plant},
  author={Lim*, M. and Kim, Y. H. and Jin, S. X. and Ha, S. W. and Chang, S. Y. and Kang, H. S. and Park, G. S. and Joo, M. L. and Jung, C. S. and Cho, Y. J. and Bae, S. J.},
  journal={IEEE Access},
  volume={12},
  pages={73400-73412},
  year={2024}
}

@article{service2024,
  title={User Experience Data-Based Quality Evaluation for Micro Electric Vehicle Mobility Services},
  author={Lim*, M. and Kim, Y. and Jeon, D. and Kim, B. and Kim, J. and Kim, M. and Choi, H. and Bae, S. J.},
  journal={Journal of Korean Society for Quality Management},
  volume={52},
  number={4},
  pages={717-728},
  year={2024}
}

@article{faultclass2023,
  title={Fault classification via energy features of two-dimensional image data},
  author={Lim*, M. and Vidakovic, B. and Bae, S. J.},
  journal={Communications in Statistics-Theory and Methods},
  volume={52},
  number={11},
  pages={3939-3959},
  year={2023}
}

@article{network2023,
  title={Energy Feature-based Anomaly Detection for Network Traffic Signal Data},
  author={Lee, J. S. and Lim*, M. and Bae, S. J.},
  journal={Journal of Applied Reliability},
  volume={23},
  number={4},
  pages={325-334},
  year={2023}
}

@article{meadeg2022,
  title={Life Prediction of Membrane Electrode Assembly through Load and Potential Cycling Accelerated Degradation Testing in Polymer Electrolyte Membrane Fuel Cells},
  author={Choi, S. R. and Lim*, M. and Kim, D. Y. and An, W. Y. and Lee, S. W. and Choi, S. and Bae, S. J. and Yim, S. -D. and Park, J. -Y.},
  journal={International Journal of Hydrogen Energy},
  volume={47},
  number={39},
  pages={17379-17392},
  year={2022}
}

@article{lifetime2022,
  title={Lifetime Estimation of Electric Transformers for Multiple Failure-Modes},
  author={Lim*, M. and Lee, J. H. and Park, G. H. and Bae, S. J.},
  journal={Journal of Applied Reliability},
  volume={22},
  number={4},
  pages={363-373},
  year={2022}
}

@article{bifunction2021,
  title={Reliability Analysis of Accelerated Destructive Degradation Testing Data for Bi-functional DC Motor Systems},
  author={Lee, C. and Lim*, M. and Kim, C. and Bae, S. J.},
  journal={Applied Sciences-Basel},
  volume={11},
  number={6},
  pages={2537},
  year={2021}
}

@article{ocsvm2020,
  title={Condition Monitoring Scheme via One-Class Support Vector Machine and Multivariate Control Charts},
  author={Mun, B. M. and Lim*, M. and Bae, S. J.},
  journal={Journal of Mechanical Science and Technology},
  volume={34},
  pages={3937-3944},
  year={2020}
}

@article{wsdt2020,
  title={A Step-Down Test Procedure for Wavelet Shrinkage Using Bootstrapping},
  author={Lim*, M. and Omitaomu, O. A. and Bae, S. J.},
  journal={IEEE Access},
  volume={8},
  pages={174763-174772},
  year={2020}
}

@article{2dmonitor2019,
  title={Spatial Monitoring of Wafer Map Defect Data Based on 2D Wavelet Spectrum Analysis},
  author={Lim*, M. and Bae, S. J.},
  journal={Applied Sciences-Basel},
  volume={9},
  number={24},
  pages={5518},
  year={2019}
}

@article{wavelet2019,
  title={Fault Detection and Diagnosis of Smart Factory Equipments Using Wavelet Spectrum},
  author={Mun, B. M. and Lim*, M. and Kim, S. -J. and Bae, S. J.},
  journal={Journal of Applied Reliability},
  volume={19},
  number={1},
  pages={22-30},
  year={2019}
}