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Publications

Journal Papers

  1. N. Satterlee, X. Zuo, Lervick, K. S. Q. Lee*, Moon, C.* and J. S. Kang*, "sEMG-Based Robust Silent Speech Recognition Using Moving Window-Based Few-Shot Machine Learning",
  2. J. Yu, C. Yoon, I. Choi, J. S. Kang, W. Chung, C. Lee*, "Analysis and clustering of acoustic emission signals in the tensile deformation of AZ31B", Journal of Materials Processing Tech, 2024.
  3. K. S. Moon*, J. S. Kang*, S. Q Lee, J. Thompson, N. Satterlee, "Wireless Mouth Motion Recognition System Based on EEG-EMG Sensors for Severe Speech Impairments", Sensors, Vol. 24, Iss. 13, pp. 4125, 2024.
  4. N. Satterlee, R. Jiang, E. Olevsky, E. Torresani, X. Zuo, and J. S. Kang*, "Robust Image-Based Cross-Sectional Grain Boundary Detection and Characterization using Machine Learning", Journal of Intelligent Manufacturing, 2024.
  5. N. Satterlee, E. Torresani, E. Olevsky, J. S. Kang*, "Automatic Detection and Characterization of Porosities in Cross-Section Images of Metal Parts Produced by Binder Jetting using Machine Learning and Image Augmentation", Journal of Intelligent Manufacturing, Vol. 35, pp. 1281-1303, 2024.
  6. K. S. Moon*, S. Q. Lee, J. S. Kang, A. Hnat, D. B. Karen, "A Wireless Electrooculogram (EOG) Wearable Using Conductive Fiber Electrode,” Electronics, Vol. 12, Iss. 3, 2023.
  7. A. Janev, J. S. Kang, S. Park*, "A Smartphone-Integrated Paper Microfluidic (SiPM) System for Rapid and On-site Screening of Urinary Tract Infections", Sensors and Actuators B: Chemical, 2023.
  8. J. S. Kang, K. Navindaran, J. Phillips, K. Kenny, K. Moon*, "Characterization of Mechanical Properties of Soft Tissues using Sub-Microscale Tensile Testing", Journal of the Mechanical Behavior of Biomedical Materials, Vol. 138, pp. 105581, 2023.
  9. K. Navindaran, J. S. Kang*, K. Moon, "Techniques for Characterizing Mechanical Properties of Soft Tissues", Journal of the Mechanical Behavior of Biomedical Materials, Vol. 138, pp. 105575, 2023.
  10. L. Escalona and J. S. Kang*, "Comparative Evaluation of Parametric Models of Porosity in Selective Laser Sintering", Journal of Manufacturing Science and Engineering, The International Journal of Advanced Manufacturing Technology, Vol. 122, pp. 6761-6776, 2022. 
  11. N. Satterlee, E. Torresani, E. Olevsky, J. S. Kang*, "Comparison of Machine Learning Methods for Automatic Classification of Porosities in Powder-based Additive Manufactured Metal Parts", The International Journal of Advanced Manufacturing Technology, Vol. 120, pp. 6761–6776, 2022.
  12. S. Ordoñes, M. Servin, J. S. Kang*, "Moiré Profilometry Through Simultaneous Dual Fringe Projection for Accurate Phase Demodulation: a Comparative Study", Applied Optics, Vol. 60, Iss. 28, pp. 8667-8675, 2021.
  13. J. S. Kang*, "Parametric Study of Warpage in PBGA Packages," The International Journal of Advanced Manufacturing Technology, Vol. 107(9), pp. 4213-4219, 2020.
  14. S. Kang and I. C. Ume*, "Dynamic Digital Fringe Projection Technique for Measuring the Warpage of Unpainted PBGA Packages and Boards," The International Journal of Advanced Manufacturing Technology, Vol. 96, pp. 3235-3249, 2018.
  15. S. Kang and I. C. Ume*, “Automatic Segmentation Method for Segmenting PBGA Package and PWB Regions during Warpage Measurement of Unpainted PWB Assembly,” Journal of Microelectronics and Electronic Packaging, Vol. 12, pp.104-110, 2015.
  16. S. Kang and I. C. Ume*, “Comparison of Warpage Measurement Capabilities and Results Obtained by Using Laser and Digital Fringe Projection Methods,” ASME Journal of Electronic Packaging, Vol. 136, pp. 31007-31007, 2014.
  17. S. Kang and I. C. Ume*, “Techniques for Measuring Warpage of Chip Packages, PWBs and PWB Assemblies,” IEEE Transaction on Components, Packaging and Manufacturing Technology, Vol. 3, Iss. 9, pp. 1533-1544, 2013.
  18. S. Kang, M. Lee, and H. Pahk*, “Development of Automatic Optical Inspection System for Defect Inspection of Patterned TFT-LCD Panels Using Adjacent Pattern Comparison and Border Expansion Algorithms,” Journal of Institute of Control, Robotics and Systems, Vol.14, Iss. 5, pp. 444-452, 2008.

Patents

  1. N. Satterlee, J. S. Kang, and M. Yoo, "System and Method of Facilitating Improved Patient Recovery." U.S. Patent (filed)
  2. J. S. Kang and S. Ordoñes, "Method and System for Moiré Profilometry using Simultaneous Dual Fringe Projection," U.S. Patent (filed)
  3. I. C. Ume and S. Kang, “Dynamic Digital Fringe Projection Techniques for Measuring Warpage,” U.S. Patent 20170254642 A1, Sep. 7, 2017. (I. C. Ume and S. Kang, “Dynamic Digital Fringe Projection Techniques for Measuring Warpage,” WO 2016057043, Apr 14, 2016.)
  4. H. Pahk, I. Lee, and S. Kang, "Vision inspection System and Inspection Method Using the Same," U.S. Patent 20110013015 A1, Jan 20, 2011.
  5. S. Kang, H. Pahk, and I. Lee, "Vision Inspection System and Method for Inspecting Workpiece using the Same," Korean Patent 102008001440, February 18, 2008.
  6. S. Kang, H. Pahk, and W. Ahn, "Vision Inspection System and Coordinate Conversion Method Using the Same," WO2010128759 A2, Nov 11, 2010.  (S. Kang, H. Pahk, and W. Ahn, "Vision Inspection System and Method for Converting Coordinates using the Same," Korean Patent 1020090039713, May 7, 2009.)

Conference Papers

  1. S. Kang and I. C. Ume*, “Automatic Segmentation Method for Segmenting PBGA Package and PWB Regions during Warpage Measurement of Unpainted PWB Assembly,” in Proceedings of the International Symposium on Microelectronics, 2014, pp. 580-584.
  2. S. Kang and I. C. Ume*, “Comparison of Warpage Measurement Capabilities and Results Obtained by Using Laser and Digital Fringe Projection Methods,” in Proceedings of the ASME International Mechanical Engineering Congress and Exposition, San Diego, CA, United states, 2013, pp. V010T11A08.
  3. S. Kang, J. Gong and I. C. Ume*, “Determination of Optimum Values of Control Parameters to Reduce Laser Speckle Noise for Projection Moiré System,” in Proceedings of the ASME International Mechanical Engineering Congress and Exposition, 2011, pp. 743-749.
  4. S. Kang, J. Lee, K. Song, and H. Pahk*, “Automatic Defect Classification of TFT-LCD Panels Using Machine Learning,” in Proceedings of the IEEE International Symposium on Industrial Electronics, 2009, pp. 2175-2177.

Presentations

  1. T. Grippi, R. Jiang, A. Maximenko, J. S. Kang, E. Torresani, Eugene Olevsky*, "Evaluation of Green State Anisotropy in Parts Produced by Binder Jetting, Via Machine Learning Enhanced Discrete Element Modelling,” 2025 TMS Annual Meeting, Las Vegas, Nevada, USA, March 23-27, 2025. (accepted)
  2. I. G. Choi, John S. Kang, W. J. Chung, C. W. Lee*, "Analysis of Acoustic Emission Signals During Bending Deformation of Aluminum Tube", TUBEHYDRO 2024, November 3-6, 2024.
  3. R. Jiang, T. Grippi, A. Maximenko, J. S. Kang, E. Torresani, E. Olevsky*, “Anisotropy in the Binder Jetting and Sintering Process of 316 Stainless Steel,” 2024 TMS Annual Meeting, Orlando, Florida, USA, March 3-7, 2024.
  4. J. S. Kang (Invited Speaker), “Cyber Physical Manufacturing System of Laser Powder Bed Fusion for its Real-Time Process Control,” KAIST Innovation Manufacturing Forum, Deajeon, South Korea, 2021.

Working Papers

  1. B. Wu, S. Park, J. S. Kang*, "Phase Demodulation in Fringe Projection Using Deep Learning"
  2. N. Satterlee, R. Jiang, E. Olevsky, E. Torresani, J. S. Kang*, "Prediction of volumetric contact areas of particles in 3D printed metal parts from their cross-section images using machine learning"
  3. N. Satterlee, T. Grippi, E. Olevsky, E. Torresani, J. S. Kang*, "Machine learning based powder spreading model for sintering assistive additive manufacturing"
  4. R. Jiang, N. Satterlee, E. Olevsky, E. Torresani, T. Grippi, J. S. Kang*, "Analysis of anisotropic features of 3D printed and sintered metal parts using machine learning"
  5. N. Satterlee, V. Kumar, X. Zuo, E. Olevsky, J. S. Kang*, "Pipe leak detection using AE sensor and machine learning"
  6. M. Chang, R. Johnson, N. Satterlee, J. S. Kang*, "Development of a custom LPBF printer for PA12"
  7. J. Boomgaarden, K. Geigger, J. S. Kang*, "Metrology Techniques for Additive Manufacturing"