Journal
(TUKOREA INTELLIGENT PROGNOSTICS & DIAGNOSTICS LAB.)

International Journal Papers [SCI(E)] 

※ Underlined authors are supervised students. 

1. [CA] Hyun-Su Park, Jongjae Lee, In-Woo Park, Chang-Sub Kim, Jung-Won Rho, Honglin Piao, Ji-Soo Yeo, Jae-Suk Sung, Su Sik Bang, Joo-Han Lee, Heon-Jin Choi,  ``Edge-AI Aptamer Impedance Biosensor for Real-Time Point-of-Care Tacrolimus Therapeutic Drug Monitoring,'' biosensors and bioelectronics (Under Review)

2. [1st] Su Sik Bang and Seon Hyeog Kim,  ``Explainable Surrogate Modeling for Process-Sensitive Battery Manufacturing LCA ,'' Energy Conversion and Management (Under Review)

3. [Co-author] Gyeong Hwan Ji, Su Sik Bang, Yeon Ha Jung, and Yong-June Shin, ``Ensemble Learning-Based Health Index for Underground Transmission Line,'' IEEE Transactions on Power Delivery (Under Review)

4. [CA] Jongjae Lee,  Gibum Joung, Hong Gi Park, and Su Sik Bang, ``Transformer Model-Based Monitoring technique for Pipelines Corrosion,'' NDT&E International (Under Review)

5. [CA] Young Eun Choi, Hyun Yong Choi , Hong Gi Park , Gibum Joung,  Gyu Dong Kim,  Yoonmee Doh, Seon Hyeog Kim and  Su Sik Bang  ``Joint Enhancement of Transducer Design and Time-Frequency Analysis for Artifact-Resilient Guided-Wave Testing ,'' IEEE Transactions on Instrumentation and Measurement (Accept)

6. [CA] Seon Hyeog Kim, Jongjae Lee, Gibum Joung and Su Sik Bang, ``Interpretable Guided-Wave Testing in Pipelines via GAN-Based Classifier,'' Measurement, Jan. 2026

7. [1st] Su Sik Bang, and Gu-Young Kwon, ``Reinforcement Learning-Based Automation of Time–Frequency Domain Reflectometry,'' IEEE Transactions on Industrial Electronics, Apr. 2024

8. [1st] Su Sik Bang, and Gu-Young Kwon, ``Anomaly Detection for HTS Cable Using Stacked Autoencoder and Reflectometry,'' IEEE Transactions on Applied Superconductivity, Aug. 2023

9. [1st] Su Sik Bang, and Gu-Young Kwon, ``Automatic Modeling of High-Temperature Superconducting Cable Using Reinforcement Learning,'' IEEE Transactions on Applied Superconductivity, Aug. 2023

10. [Co-author] Hobin Lim , Yeong Ho Lee , Su Sik Bang , and Yong-June Shin, ``Application of Enhanced Optimal-Detection of Time--Frequency Domain Reflectometry on HTS Cable with High-Resolution,'' IEEE Transactions on Applied Superconductivity, Aug. 2023 

11.  [1st] Su Sik Bang and Yong-June Shin, ``Abnormality Monitoring for Three-Phase HTS Cable via Time-Frequency Domain Reflectometry,'' IEEE Transactions on Applied Superconductivity, Aug. 2021

12. [1st] Su Sik Bang, Yeong Ho Lee, and Yong-June Shin, ``Defect Detection in Pipelines via Guided Wave-Based Time-Frequency-Domain Reflectometry,'' IEEE Transactions on Instrumentation and Measurement, Jan. 2021

13. [Co-author] Hyeong Min Lee, Geon Seok Lee, Gu-Young Kwon, Su Sik Bang and Yong-June Shin, ``Industrial Applications of Cable Diagnostics and Monitoring Cables via Time-Frequency Domain Reflectometry,'' IEEE SENSORS JOURNAL, Jan. 2021

14. [Co-author] Geon Seok Lee, Su Sik Bang, Homer Alan Mantooth, and Yong-June Shin, ``Condition Monitoring of 154 KV HTS Cable Systems via Temporal Sliding LSTM Networks,'' IEEE Access, Aug. 2020

15. [1st] Su Sik Bang and Yong-June Shin, ``Classification of Faults in Multicore Cable via Time-Frequency Domain Reflectometry,'' IEEE Transactions on Industrial Electronics, May. 2020

16. [Co-author] Geon Seok Lee, Su Sik Bang, Gu-Young Kwon, Yeong Ho Lee, and Yong-June Shin, ``Time-Frequency Based Condition Monitoring of 22.9 kV HTS Cable Systems: Cooling Process and Current Imbalance,'' IEEE Transactions on Industrial Electronics, Oct. 2019

17. [Co-author] Chun-Kwon Lee, Gu-Young Kwon, Yeong Ho Lee, Geon Seok Lee, Su Sik Bang, and Yong-June Shin, ``Insulation Characteristics and Fault Analysis of HTS Cable via Stepped Frequency Waveform Reflectometry,'' IEEE Transactions on Applied Superconductivity, Aug. 2019

18. [Co-author] Gu-Young Kwon, Su Sik Bang, Yeong Ho Lee, Geon Seok Lee, and Yong-June Shin, ``Modeling of High Temperature Superconducting Cable via Time Domain Reflectometry and General Regression Neural Network,'' IEEE Transactions on Applied Superconductivity, Aug. 2019

19. [Co-author] Geon Seok Lee, Gyeong Hwan Ji, Gu-Young Kwon, Su Sik Bang, Yeong Ho Lee, Song Ho Sohn, Kijun Park, and Yong-June Shin, ``Monitoring Method for an Unbalanced Three-Phase HTS Cable System via Time-Frequency Domain Reflectometry,'' IEEE Transactions on Applied Superconductivity, Jun. 2018

20. [Co-author] Yeong Ho Lee, Su Sik Bang, Gu-Young Kwon, Geon Seok Lee, Gyeong Hwan Ji, Song Ho Sohn, Kijun Park, and Yong-June Shin, ``Analysis of Wave Propagation of HTS Cables for Compensation of Thermal Loss on Connectors,'' IEEE Transactions on Applied Superconductivity, Jun. 2017

21. [Co-author] Geon Seok Lee, Gu-Young Kwon, Su Sik Bang, Yeong Ho Lee, Song Ho Sohn, Kijun Park, and Yong-June Shin, ``Monitoring Electrical and Thermal Characteristics of HTS Cable Systems via Time–Frequency Domain Reflectometry,'' IEEE Transactions on Applied Superconductivity, Jun. 2017

22. [1st] Su Sik Bang, Geon Seok Lee, Gu-Young Kwon, Yeong Ho Lee, Seung-Jin Chang, Chun-Kwon Lee, Songho Sohn, Kijun Park, and Yong-June Shin, ``Modeling and Simulation of HTS Cables for Scattering Parameter Analysis" Physica C: Superconductivity and Its Applications,'' Physica C: Superconductivity and Its Applications, Nov. 2016

23. [Co-author] Geon Seok Lee, Gu-Young Kwon, Su Sik Bang, Yeong Ho Lee, Seung Jin Chang, and Yong-June Shin, ``Time–Frequency-Based Insulation Diagnostic Technique of High-Temperature Superconducting Cable Systems,'' IEEE Transactions on Applied Superconductivity, Jun. 2016

International Journal Papers [Scopus]

1. Jung Wun Lee, Su Sik Bang, Seung Hyun Yoon, Yong-June Shin, and Yun Mook Lim, ``Detection of Defect in Tendon for Pre-stressed Concrete Structures using Electric Signal; Numerical Simulation Studies,'' IOP Conference Series: Materials Science and Engineering, Oct. 2018

2. Su Sik Bang, Geon Seok Lee, Gu-Young Kwon, Yeong Ho Lee, Gyeong Hwan Ji, and Yong-June Shin, ``Detection of Local Temperature Change on HTS Cables via Time-Frequency Domain Reflectometry,'' Journal of Physics: Conference Series, Jul. 2017