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Profile
College / Department
Teaching areas
Computer Architecture; Digital System Design; System on Chip (SoC); Digital Integrated Circuit Design; Embedded and Cyber Physiccal Systems
Research areas
AI Accelerators; In-Memory Computing; Hardware for Post Quantum Cryptography; Approximate Computing; Reliable Memory Architectures
Contact
+971 6 515 4998
Dr. Muhammad Imran
Visiting Assistant Professor
Dr. Muhammad Imran received his Ph.D. in Electronic and Electrical Engineering from the College of Information and Communication Engineering, Sungkyunkwan University, Suwon, South Korea in 2020. His PhD research focused on architectural enhancements to address reliability challenges with emerging memory technologies. His research findings have been published at top IEEE/ACM venues. He received superior research award at Sungkyunkwan University in Fall 2019. He is also recipient of faculty development scholarship program for MS-PhD by the Higher Education Commission of Pakistan.
Publications
Syed Shah, Majeed Ahmed, Muhammad Imran, Haroon Waris, Nasir Mohyuddin And Mahboob Rehman. AFCML: Accelerating the Functional Coverage through Machine Learning within a UVM Framework
Fozia Feroze, Irfan Sami, Kamran Zeb, Waqar Uddin, Fahad Al-ismail And Muhammad Imran. Fixed-time terminal sliding mode control with augmented Kalman disturbance estimation for MVDC systems, Journal Of Engineering Research, 2026
Je-woo Jang, Junyong Oh, Sung-hyuk Cho, Jae-youn Hong, Muhammad Imran, Jaeyong Chung And Joon-sung Yang. Variation Resilient Schemes and Approximation-Free Offset Compensation for Reliable ReRAM-Based DNN Accelerators, Ieee Transactions On Emerging Topics In Computing, 2026
Moatasim Billah, Kamran Zeb, Waqar Uddin, Muhammad Imran, Khaled Alatawi, Fahad Almasoudi And Muhammad Khalid. Decentralized multi-agent control for Optimal Energy Management of neighborhood based hybrid microgrids in real-time networking, Results In Engineering, 2025
Fozia Feroze, Kamran Zeb, Muhammad Imran And Muhammad Khalid. Enhancing voltage stability in DC microgrid using robust integral sliding mode controller, Transportation Research Procedia, 2025
Zohaib Tariq, Haroon Waris, Rehan Ahmed, Yuqin Dou, Weiqiang Liu And Muhammad Imran. Low-Cost Yet Effective Trojan Mitigation Techniques for Approximate Systems, Ieee Transactions On Circuits And Systems Ii: Express Briefs, 2025
Fozia Feroze, Kamran Zeb, Waqar Uddin, Muhammad Imran, Muhammad Khalid And Zahid Ullah. Lyapunov-Based Novel Integral Backstepping and Integral Sliding Mode Controllers Design for Efficient Voltage Regulation of Resilient DC Microgrid, International Journal Of Energy Research, 2025
Thai-hoang Nguyen, Muhammad Imran, Jaehyuk Choi And Joon-sung Yang. HYDRA: a hybrid resistance drift resilient architecture for phase change memory-based neural network accelerators, Ieee Transactions On Computers, 2024
Thai-hoang Nguyen, Muhammad Imran, Jaehyuk Choi And Joon-sung Yang. Craft: Criticality-aware fault-tolerance enhancement techniques for emerging memories-based deep neural networks, Ieee Transactions On Computer-aided Design Of Integrated Circuits And Systems, 2023
Thai-hoang Nguyen, Muhammad Imran And Joon-sung Yang. DynaPAT: A Dynamic Pattern-Aware Encoding Technique for Robust MLC PCM-Based Deep Neural Networks, 2022
Thai-hoang Nguyen, Muhammad Imran, Jaehyuk Choi And Joon-sung Yang. Low-Cost and Effective Fault-Tolerance Enhancement Techniques for Emerging Memories-Based Deep Neural Networks, 2021
Muhammad Nasir, Muhammad Imran, Joon-sung Yang And Others. Study on E-Voting Systems: A Blockchain Based Approach, 2021
Muhammad Imran, Taehyun Kwon And Joon-sung Yang. ADAPT: A Write Disturbance-Aware Programming Technique for Scaled Phase Change Memory, Ieee Transactions On Computer-aided Design Of Integrated Circuits And Systems, 2021
Muhammad Imran, Taehyun Kwon, Nur Touba And Joon-sung Yang. CEnT: An Efficient Architecture to Eliminate Intra-Array Write Disturbance in PCM, Ieee Transactions On Computers, 2021
Muhammad Imran, Taehyun Kwon And Joon-sung Yang. Effective Write Disturbance Mitigation Encoding Scheme for High-density PCM, 2020
Taehyun Kwon, Muhammad Imran And Joon-sung Yang. Cost-Effective Reliable MLC PCM Architecture Using Virtual Data Based Error Correction, Ieee Access, 2020
Taehyun Kwon, Muhammad Imran And Joon-sung Yang. Reliability Enhanced Heterogeneous Phase Change Memory Architecture for Performance and Energy Efficiency, Ieee Transactions On Computers, 2020
Taehyun Kwon, Muhammad Imran, David Pan And Joon-sung Yang. Virtual-Tile-Based Flip-Flop Alignment Methodology for Clock Network Power Optimization, Ieee Transactions On Very Large Scale Integration (vlsi) Systems, 2020
Muhammad Imran, Taehyun Kwon And Joon-sung Yang. Enrely: A reliable MLC PCM Architecture based on Data Encoding, 2019
Muhammad Imran, Taehyun Kwon, Jung You And Joon-sung Yang. Flipcy: Efficient Pattern Redistribution for Enhancing MLC PCM Reliability and Storage Density, 2019
Taehyun Kwon, Muhammad Imran And Joon-sung Yang. Pattern-Aware Encoding for MLC PCM Storage Density, Energy Efficiency, and Performance Enhancement, Ieee Transactions On Computer-aided Design Of Integrated Circuits And Systems, 2019
Muhammad Imran, Hyunseung Han, Jooho Kim, Taehyun Kwon, Jaeyong Chung And Joon-sung Yang. Virtualization-Based Efficient TSV Repair for 3-D Integrated Circuits, Ieee Access, 2019
Taehyun Kwon, Muhammad Imran, Jung You And Joon-sung Yang. Heterogeneous PCM array architecture for reliability, performance and lifetime enhancement, 2018
Muhammad Imran And Irfan Khaliq. An optimized hardware implementation of Advanced Encryption Standard (AES-192), 2015
