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PUBLICATIONS

Ongoing Papers

(In Prep)

  • Geon Kim, Myoung Jin Lee, et al., “Analysis of current-fed push-pull converter using active-clamp method and voltage doubler”, IEEE Transactions on Power Electronics (SCI IF: 6.6) (in prep.)

  • Juwon Lee, Myoung Jin Lee, et al., “Optimization of Partial Insulator in Buried Channel Array Transistor Dimensions for Enhancement of Electrical Properties Using Machine Learning”, IEEE Transactions on Electron Devices (SCI IF: 2.9) (in prep.)

  • Hyeona Seo, Myoung Jin Lee, et al., “Reduction of Device-to-Device Variability of 4H-SiC MOSFETs for Parallel Applications”, IEEE Transactions on Electron Devices (SCI IF: 2.9) (in prep.)

  • Suyeon Kim, Myoung Jin Lee, et al., “An Improved DRAM Design with Reduced Temperature and Cell-to-Cell Interference Effects”,IEEE Transactions on Electron Devices (SCI IF: 2.9) (in prep.)

(In Review)

  • Chaehyuk Lim, Shinwook Kim, Myoung Jin Lee, et al., “A Dual-Boosted Gain-Cell eDRAM with Improved Statistical Read Characteristics for High-Performance Applications”, IEEE Access (SCI IF: 3.4) (in review.)

  • ​Geon Kim, Myoung Jin Lee, et al., “Physics-Shielded Terminal-Observation PPO for MPPT of a 300-kW PV-Fed PFM-CLLC Resonant Converter Under Conductance-Manifold Mismatch”, IEEE Open Journal of Power Electronics (SCI IF: 4.8) (in review.)

  • Je Won Park, Myoung Jin Lee, et al., “Physics-Informed Machine Learning for Radiation-Hardened DRAM Cell Optimization: Physics Accessibility Uncertainty”,IEEE Transactions on Electron Devices (SCI IF: 3.6) (in review.)

  • Shinwook Kim, Dongyeong Kim, Myoung Jin Lee, et al., “Data-Efficient LDMOS Surrogate Modeling via Pareto-Preserving Tail-Aware Augmentation”, IEEE Journal of the Electron Devices Society (SCI IF: 2.9) (in review.)

Peer Reviewed Journals (2024-Current)

Peer Reviewed Journals (2020-2023)

Peer Reviewed Journals (2016-2019)

Peer Reviewed Journals (-2015)

International Conferences

  • Geon Kim, Myoung Jin Lee, "A Nonlinear-Coss-Aware 13.56-MHz GaN Class-E Inverter Stage for kW-Class DC-DC Front-End Operation," 2026 Seventeenth International Conference on Ubiquitous and Future Networks (ICUFN), Milan, Italy, 2026, pp. 53-58

  • Je Won Park, Myoung Jin Lee,"Analysis of Total Ionizing Dose Effects in Buried Channel Array Transistors with Scaled Word-Line-Direction STI/Side-Gate Thickness," 2026 Seventeenth International Conference on Ubiquitous and Future Networks (ICUFN), Milan, Italy, 2026, pp. 138-141

  • Suyeon Kim, Myoung Jin Lee, "AI-Based Prediction of Coupling Effects on Transistor Switching Performance in DRAM," 2026 Seventeenth International Conference on Ubiquitous and Future Networks (ICUFN), Milan, Italy, 2026, pp. 248-252

  • Ryun Kang, Myoung Jin Lee, "Design of Reinforcement Learning-based Simulation Framework for Route and Energy Management of Autonomous Delivery Robots," 2026 Seventeenth International Conference on Ubiquitous and Future Networks (ICUFN), Milan, Italy, 2026, pp. 145-147

  • Shinwook Kim, Myoung Jin Lee, "Uneven Learnability of Electrical Characteristics in TCAD-Derived LDMOS Surrogate Models," 2026 Seventeenth International Conference on Ubiquitous and Future Networks (ICUFN), Milan, Italy, 2026, pp. 132-137

  • Hyerin Lee, Myoung Jin Lee, "Surrogate-Assisted Boundary-Search Importance Sampling for Failure Probability Estimation of Offset-Compensated Sense Amplifiers," 2026 Seventeenth International Conference on Ubiquitous and Future Networks (ICUFN), Milan, Italy, 2026, pp. 260-262

  • Dongyeong Kim, Myoung Jin Lee,"Compressing the Supervised Target with Analytic Circuit Laws for Sparse-Label DRAM BLSA Margin Prediction," 2026 Seventeenth International Conference on Ubiquitous and Future Networks (ICUFN), Milan, Italy, 2026, pp. 148-150

  • Suyeon Kim, Myoung Jin Lee, "Passing Word Line Row Hammering in DRAM via AI-Assisted Pi-BCAT Structure," 2026 International Conference on Artificial Intelligence in Information and Communication (ICAIIC), Tokyo, Japan, 2026, pp. 150-154

  • Sowon Kim, Myoung Jin Lee, "Prediction of Single Event Upset-Induced Drain Peak Current Using Machine Learning," 2026 International Conference on Artificial Intelligence in Information and Communication (ICAIIC), Tokyo, Japan, 2026, pp. 005-007

  • Shinwook Kim, Myoung Jin Lee, "Deep Learning-Based Pareto Optimization Framework for LDMOS Transistors," 2026 International Conference on Artificial Intelligence in Information and Communication (ICAIIC), Tokyo, Japan, 2026, pp. 014-018

  • Hyeona Seo, Myoung Jin Lee, "Prediction of Trap Behavior Under Repetitive Short-Circuit Stress in Sic MOSFETs Using Physics-Informed Gaussian Process Regressions," 2026 International Conference on Artificial Intelligence in Information and Communication (ICAIIC), Tokyo, Japan, 2026, pp. 019-021

  • Geon Kim, Myoung Jin Lee, "Design of a 3.5kW Low-Noise Current-Fed Converter for High-Integrity Data in AI-Based SOFC Systems," 2026 International Conference on Artificial Intelligence in Information and Communication (ICAIIC), Tokyo, Japan, 2026, pp. 8-13

  • Chaehyuk Lim, Myoung Jin Lee, "Machine Learning-Based Optimization of Boosted Voltage in 3T Gain Cell eDRAM," 2026 International Conference on Artificial Intelligence in Information and Communication (ICAIIC), Tokyo, Japan, 2026, pp. 155-158

  • Hyerin Lee, Myoung Jin Lee,"SHAP-Based Data-Driven Analysis of an Offset-Canceling Sense Amplifier in DRAMs," 2026 International Conference on Artificial Intelligence in Information and Communication (ICAIIC), Tokyo, Japan, 2026, pp. 166-169

  • Juwon Lee, Myoung Jin Lee, "Gate-Voltage-Conditioned Leakage-Aware Drain Current Prediction in BCAT Using Support Vector Regression," 2026 International Conference on Artificial Intelligence in Information and Communication (ICAIIC), Tokyo, Japan, 2026, pp. 159-161

  • Jeong Hyeon Yoon, Myoung Jin Lee., "Prediction of Dynamic Random Access Memory Leakage Current Based Artificial Intelligence Model," 2026 International Conference on Artificial Intelligence in Information and Communication (ICAIIC), Tokyo, Japan, 2026, pp. 001-004

  • Hyerin Lee, Myoung Jin Lee, "Machine Learning based Design Approach for Optimizing DRAM Sense Amplifier", International Conference on Electronics, Information, and Communication (ICEIC) 2025

  • Shinwook Kim, Myoung Jin Lee, "Gate Recess Structure Optimization for Normally-off state GaN HEMTs", International Conference on Electronics, Information, and Communication (ICEIC) 2025

  • Chaehyuk Lim, Myoung Jin Lee, "Data Retention Characteristics of GC-eDRAM under PVT variations", International Conference on Electronics, Information, and Communication (ICEIC) 2025

  • Hyeona Seo, Myoung Jin Lee, "Enhanced Electrical Performance and Reliability of 1.2kV 4H-SiC MOSFET With P-well Design", International Conference on Electronics, Information, and Communication (ICEIC) 2025

  • Jeong Hyeon Yoon, Myoung Jin Lee, "Analysis of BCAT Leakage Current by Trap Type", International Conference on Electronics, Information, and Communication (ICEIC) 2025

  • Juwon Lee, Myoung Jin Lee, "Machine Learning for DRAM Pi-BCAT Enhancement", International Conference on Electronics, Information, and Communication (ICEIC) 2025

  • Sowon Kim, Myoung Jin Lee, "Analysis of the Influence of SEU by Heavy Ion Incident Angle in MOSFET", International Conference on Electronics, Information, and Communication (ICEIC) 2025

  • Suyeon Kim, Myoung Jin Lee, "Temperature-Resistant DRAM Solutions: Pi-BCAT Structure for Minimizing Leakage Current", International Conference on Electronics, Information, and Communication (ICEIC) 2025

  • Dongyeong Kim, Myoung Jin Lee, "Design and Optimization of a Low-Voltage DRAM Sense Amplifier With Hybrid Offset Calibration Technique", International Conference on Electronics, Information, and Communication (ICEIC) 2025

  • Je Won Park, Myoung Jin Lee, "Variations in the GIDL Region of Partial Insulator in a Buried-Channel-Array Transistor Induced by Total Ionizing Dose Effects", International Conference on Electronics, Information, and Communication (ICEIC) 2025

  • Jin Hong Ahan, Myoung Jin Lee, “A Double-Side CMOS-CNT Biosensor Array with Padless Structure for Simple Bare-Die Measurements in a Medical Environment”, 2015 IEEE International Solid-State Circuits Conference

  • Myoung Jin Lee, Ki Myoung Kyoung, "A Bitline Sense Amplifier for Offset Compensation", 2010 IEEE International Solid-State Circuits Conference, 24.4, pp. 438-439.

Domestic Journals

Domestic Conferences

Awards

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Address : 77, Yongbong-ro, Buk-gu, Gwangju, 61186, Korea, College of Engineering, Buliding 7, 604

Tel : 062-530-1810

Email : mjlee@jnu.ac.kr

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