• AI-driven analysis of sensor faults.

• AI-driven biomedical data analysis for healthcare applications.

If you are more interested, please visit my Google Scholar account 

Current Research Project/Collaboration

Professional Experiences

• July 26, 2016 - Till date as Assistant Professor in Electronics and Communication Engineering Discipline, Khulna University
• September 05, 2013 - July 25, 2013 as Lecturer in Electronics and Communication Engineering Discipline, Khulna University
• April 01, 2013 - August 31, 2013 as Telecommunication Engineer in Huawei Technologies Bangladesh Ltd.
• December 01, 2012 - March 31, 2013 as NSS Engineer in NEC Corporation Bangladesh

Administrative Experience

• January 04, 2016 - June 30, 2019 as an Assistant Provost of Jatir Janak Bangabandhu Sheikh Mujibur Rahman Hall, Khulna University

• BK21 Scholarship Recipient, April 2021 – February 2025
  Supported by the Brain Korea 21 Program for Leading Universities & Students (BK21), funded by the National Research Foundation of Korea.
• AF1 Scholarship Awardee, University of Ulsan, South Korea
  Received the AF1 Scholarship in recognition of academic excellence and research potential.

Supervision

No Data Available

coming soon...

Journal Articles

• Md. Nazmul Hasan, Sana Ullah Jan, and Insoo Koo, " Federated Learning-Based Sensor Fault Classification in Label-Scarce Sensor Networks" in IEEE Sensors Journal, vol. 25, issue 7, Page(s):33245-33264, July 2025
• Nouman Ijaz, Md. Nazmul Hasan, and Insoo Koo, "Few-Shot Transfer Learning-Based Fault Classification in Wireless Sensor Networks", in IEEE Access, vol. 13, pp. 55017-55033, March 2025, doi: 10.1109/ACCESS.2025.3554748
• Md. Nazmul Hasan, Sana Ullah Jan, and Insoo Koo, "Sensor Fault Detection and Classification Using Multi-Step-Ahead Prediction with an Long Short-Term Memory (LSTM) Autoencoder", Applied Sciences, vol. 14, no. 17, p. 7717, September 2024, doi:  https://doi.org/10.3390/app14177717
• Md. N. Hasan and I. Koo, “Mixed-Input Deep Learning Approach to Sleep/Wake State Classification by Using EEG Signals”, Diagnostics, vol. 13, no. 14, p. 2358, Jul. 2023, doi: 10.3390/diagnostics13142358.
  
• Md. Nazmul Hasan, Sana Ullah Jan, and Insoo Koo, " Wasserstein GAN-based Digital Twin Inspired Model for Early Drift Fault Detection in Wireless Sensor Networks" in IEEE Sensors Journal, vol. 23, issue 12, Page(s): 13327-13339, June 2023, doi: 10.1109/JSEN.2023.3272908. 
• Md. Arif Ar Rafi, Md. Sajid K. Jaman, Md. Nazmul Hasan, Md. Rabiul Islam, M. A. Pervez Mahmud, Abbas Z. Kouzani, and Abdullah-Al Nahid, "Renewable Energy-based Hybrid Microgird for Economically Effective Coastal Electrification" in IEEE Transactions on Applied Superconductivity, vol. 31, no. 8, pp. 1-5, Nov.2021; doi:10.1109/TASC.2021.3089118
• Md. Nazmul Hasan, Rafia Nishat Toma, Abdullah-Al Nahid, M M Manjurul Islam and Jong-Myon Kim, “Electricity Theft Detection in Smart Grid Systems: A CNN-LSTM Based Approach”, Energies 2019, 12(17), 3310; https://doi.org/10.3390/en12173310 (registering DOI). [MDPI]. 
  
• Rafia Nishat Toma, Imtiaj Ahmed Sohag, Md. Nazmul Hasan, "Analysis of the effect of Changing Height of the Substrate of Square Shaped Microstrip Patch Antenna on The performance for 5G Application" in International Journal of Wireless and Microwave Technologies (IJWMT), Vol. 9, Issue 3, pp. 33-45, May 2019
• Rafia Nishat Toma, Md. Maniruzzaman, Om Prakash Panjiyar, Md. Mahmud Hasan, Md. Nazmul Hasan, Md. Atiqur Rahman, "Analysis of Crosstalk Noise for 2πRC Model considering Interconnect Parameters in Deep Submicron VLSI Circuit" in Journal of Telecommunication, Electronic and Computer Engineering, Vol 11, Issue 1, pp. 49-55, March 2019
• Bulbul, Abdullah Al-Mamun, Md Tariq Hasan, Mohammad Ismat Kadir, Md Mahbub Hossain, Abdullah Al Nahid, and Md. Nazmul Hasan. "High-capacity downlink for millimeter wave communication network architecture." In Emerging Technologies in Data Mining and Information Security: Proceedings of IEMIS 2018, Volume 3, pp. 657-666. Springer Singapore, 2019.
  
  
  

Conference Proceedings 

• Md. Nazmul Hasan, Rafia Nishat Toma, Sana Ullah Jan, and Insoo Koo, "Transfer Learning with Domain Adaptation for Unlabelled Sensor Faulty Data Classification ",  15th International Conference on ICT Convergence (ICTC 2024), Jeju Island, Korea (Accepted)
• Md. Nazmul Hasan and Insoo Koo, "Machine Learning-Based Sensor Drift Fault Classification using Discrete Cosine Transform," 2021 International Conference on Electronics, Communications and Information Technology (ICECIT), Khulna, Bangladesh, 2021, pp. 1-4, doi: 10.1109/ICECIT54077.2021.9641210.
  
• Md. Arif-Ar-Rafi, Md. Sajid K Jaman, Md. Nazmul Hasan, Abdullah-Al Nahid, Md Rabiul Islam, Abbas Z. Kouzani, M A Parvez Mahmud,"Hybrid AC/DC Microgrid Modelling for Affordable Rural Electrification" in IEEE International Conference on Applied Superconductivity and Electromagnetic Devices (ASEMD-2020), 16-18 Oct. 2020, Tianjin, China
• Rafia Nishat Toma, Md. Nazmul Hasan, Abdullah-Al Nahid, Bo Li, "Electricity Theft Detection to Reduce Non-technical Loss using Support Vector Machine in Smart Grid" in International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT-2019), 3-5 May, 2019, East West University, Dhaka, Bangladesh
• Md. Nazmul Hasan , Md. Tariq Hasan, Rafia Nishat Toma, Md. Maniruzzaman, "FPGA Implementation of LBlock Lightweight Block Cipher" in 3rd International Conference on Electrical Engineering and Information Technology (ICEEICT 2016), September 22-24, 2016, Military Institute of Science and Technology (MIST), Mirpur, Dhaka, Bangladesh.
• Abdullah-Al-Nahid, Yinan Kong, Md. Nazmul Hasan, "Performance Analysis of Canny’s Edge Detection Method for Modified Threshold Algorithms", International Conference on Electrical & Electronic Engineering (ICEEE), RUET, Rajshahi, Bangladesh (4-6 November, 2015).

• Abdullah-Al-Nahid, Yinan Kong, Md. Nazmul Hasan, "Performance Analysis of Canny Methods for Various Thresholds", IEEESBDU Student Conference on Science & Engineering, Dhaka University, Dhaka, Bangladesh (11-12 September, 2015).
• Abdullah-Al-Nahid, Yinan Kong, Md. Nazmul Hasan, "A short review on Edge Detection Techniques", IEEESBDU Student Conference on Science & Engineering, Dhaka University, Dhaka, Bangladesh (11-12 September, 2015).