Md. Ashraful Haque, PhD

• Doctor of Philosophy (PhD) in Electrical and Electronic Engineering
  Universiti Teknologi Petronas (UTP), Malaysia.
• Master of Science (M.Sc.), Electrical and Electronic Engineering
  Islamic University of Technology (IUT), Bangladesh.
• Master of Business Administration (MBA)
  Accounting & Information Systems, University of Dhaka (DU), Bangladesh.
• Bachelor’s in Electrical and Electronic Engineering
  Rajshahi University of Engineering Technology (RUET), Bangladesh.

• Design innovative 5G, 6G antenna using CST, Agilent ADS
• Supervised and Deep Machine Learning Model.
• Prediction Model of Antenna Performance.

Projects :

1. Received Research Grant from Daffodil International University, Bangladesh, 4,90,000 BDT
2. Received a Research Grant from the ICT Ministry, Bangladesh, amount 5,60,000 BDT

Awards :

1. Winner of IEEE R10 Student Research Paper Contest 2022.
2. Postgraduate Achievement Recognition Award Universiti Teknologi Petronas (UTP), Malaysia for the publication of Q1 and Q2 in 2023.
3. Postgraduate Achievement Recognition Award Universiti Teknologi Petronas (UTP), Malaysia
   for the publication Q1 and Q2 publication in 2024.
4. Gold Medal Award INVENTX   Exhibition, Multimedia University (MMU), Malaysia 2023
5. Gold Medal Award INVENTX   Exhibition Multimedia University (MMU), Malaysia 2024
6. Recognition Award from Daffodil International University (DIU) Scopus publication in 2023
7. Best Researcher Award from Daffodil International University (DIU) WoS publication in 2024.

1.  Research Fellow
   INTI International University in Malaysia[Jan 2025-December 2025]
2. Graduate Assistant
   Universiti Teknologi Petronas (UTP), Malaysia.  [Jan 2022-Dec 2024]
3. Assistant Professor & (Research Coordinator) : Department of EEE, Daffodil International University, Bangladesh [June 2019-May 2026)
4.  Senior Lecturer : Department of EEE, Daffodil International University, Bangladesh [May 2017-May 219]
5. Lecturer / Senior Lecturer: Department of EEE, City University, Dhaka, Bangladesh [Mar 2012- October 2016]

1. Haque, M.A., Saha, D., Rahman, M.A. et al. Data-driven approaches for predictive modeling of N77/N78 band 5G microstrip patch array antenna using curve fitting and supervised regression. Sci Rep (2026). https://doi.org/10.1038/s41598-026-58474-2
2. Haque, M.A., Ahmed, M.K., Nirob, J.H. et al. High-performance 28 GHz MIMO antenna design for 5G applications and regression machine learning validation. Discov Appl Sci (2026). https://doi.org/10.1007/s42452-026-08969-4
3. M. A. Haque, M. Billah, J.-J. Tiang, N. S. S. Singh, and M. H. Riad, “A Compact Dual-Resonant Terahertz MIMO Antenna for 6G Communications”, Eng. Technol. Appl. Sci. Res., vol. 16, no. 3, pp. 35895–35906, Jun. 2026. https://doi.org/10.48084/etasr.16909
4. Ali, M. R., Hamid, N. I. B., Tiang, J.-J., Singh, N. S. S., & Haque, Md. A. (2026). High-isolation ultra-wideband H-slotted two element MIMO antenna for 6G and terahertz applications. Discover Internet of Things. https://doi.org/10.1007/s43926-026-00382-y
5. Haque, Md. A., Ahmed, N., Saifullah, G. M., Hasan, M., Tiang, J.-J., SinghSingh, N. S., Algarni, A. D., & Ateya, A. A. (2026). Machine learning-assisted validation of a high-isolation THz MIMO antenna for 6G communication and IoT application. Scientific Reports. https://doi.org/10.1038/s41598-026-54612-y
6. Alam, M. M., Ouameur, M. A., Haque, M. E., Haque, Md. A., Tiang, J.-J., Singh, N. S. S., Alsulami, R., & Alzahrani, S. (2026). Circular MIMO antenna with ML-based bandwidth and isolation prediction for 6G communications. Scientific Reports. https://doi.org/10.1038/s41598-026-54274-w
7. Haque, Md. A., Riad, M. H., Billah, M., Tiang, J.-J., Singh, N. S. S., Abdallah, H. A., & Ateya, A. A. (2026). Ultra-Wideband Multi-Resonance High-Performance Graphene-Enhanced Multi-Square Slotted 2-Port MIMO Antennas with Machine Learning-Driven Optimization for 6G Terahertz Communication. IEEE Access, 1–1. https://doi.org/10.1109/ACCESS.2026.3696097
8. Haque, Md. A., Shuaib, M., Billah, M., Tiang, J.-J., Paul, L. C., Singh, N. S. S., Nahas, M., & Nahas, M. M. (2026). Design and machine learning-based optimization of a graphene-driven funnel shaped THz MIMO antenna for 6G applications. Scientific Reports. https://doi.org/10.1038/s41598-026-52239-7
9. Haque, M. A., Billah, M., Tiang, J. J., Nahas, M., Arafat, M. M., & Singh, N. S. S. (2026).Dual-band graphene-based THz MIMO antenna for 6G-enabled biomedical application using supervised regression machine learning validation. Scientific Reports.[Q1, IF: 3.9] https://doi.org/10.1038/s41598-026-49866-5
10. Haque, M. A., Billah, M., Tiang, J. J., Singh, N. S. S., & Riad, M. H. (2026). A Compact Dual-Resonant Terahertz MIMO Antenna for 6G Communications. Engineering, Technology & Applied Science Research, 16(3), 35895-35906. https://doi.org/10.48084/etasr.16909
11. Haque M.A., Riad M.H., Hasan M. et al. Machine learning validation in performance evaluation to optimize 6G terahertz MIMO antenna designs for future wireless networks. Discov Appl Sci (2026). [Q2, IF:2.91] https://doi.org/10.1007/s42452-026-08313-w
12. Haque, M. A., Mostakim, M., Das, I., Hasan, M., Alyami, G., Akhter, M. S., ... &   Alshammari, M. A. (2026). Innovative MIMO Antenna for Terahertz Band 6G Communications: Performance Evaluation and Machine Learning Integration. Results in Engineering, 109284. [Q1, IF: 7.9] https://doi.org/10.1016/j.rineng.2026.109284
13. Haque, M. A., Akhter, M. S., Das, I., Zaman, T. U., Tiang, J. J., Singh, N. S. S., ... & Ateya, A. A. (2026). Graphene based terahertz MIMO antenna with machine learning regression for 6G communications. Scientific Reports, 16(1), 3900. [Q1, IF: 3.9] https://doi.org/10.1038/s41598-025-32487-9
14. Haque, M.A., Nishan, M.S.R., Das, I., Alyami, G., Billah, M., Alshammari, M.A., Singh, N.S.S., Algarni, A.D., Ateya, A.A. and Shaman, H., 2025. High-performance quatrefoil-slotted THz MIMO antenna for 6G applications with regression-based machine learning validation. Scientific Reports, 15(1), p.43307. [Q1, IF: 3.9] https://doi.org/10.1038/s41598-025-28657-4
15. Haque, M.A., Zaman, M.T.U., Hasan, M., Mostakim, M., Tiang, J.J., Singh, N.S.S., Abdallah, H.A. and Ateya, A.A., 2025. High-performance terahertz MIMO antenna for 6G: Graphene integration and machine learning prediction. Diamond and Related Materials, p.113182. [Q1, IF: 5.1] https://doi.org/10.1016/j.diamond.2025.113182
16. Haque, M. A., Nirob, J. H., Alyami, G., Nahin, K. H., Singh, N. S. S., Paul, L. C., ... & Shaman, H. (2025). High‐Performance Quad‐Port MIMO Antenna for Next‐Generation Mm‐Wave IoT Application With Efficiency Prediction Using Supervised Regression Methods. Engineering Reports, 7(10), e70430. [Q2, IF: 2] https://doi.org/10.1002/eng2.70430
17. Haque, M. A., Arafat, M. M., Das, I., Alyami, G., Billah, M., Singh, N. S. S., ... & Shaman, H. (2025). Predictive modelling and high-performance enhancement smart thz antennas for 6 g applications using regression machine learning approaches. Scientific Reports, 15(1), 34640. [Q1, IF: 3.9] https://doi.org/10.1038/s41598-025-18458-0
18. Nirob, J. H., Das, I., Nahin, K. H., Tiang, J. J., Nahas, M., Sawaran Singh, N. S., & Haque, M. A. (2025). High performance grid structured MIMO antenna with regression machine learning for high-speed sub THz and THz 6G IoT applications. Scientific Reports, 15(1), 31410. [Q1, IF: 3.9] https://doi.org/10.1038/s41598-025-15773-4
19. Alam, M. M., Ouameur, M. A., Hasan, M. M., Alyami, G., Haque, M. A., Alshammari, M. A., ... & Shaman, H. (2025). Machine Learning-Based Dual-band Circular MIMO Antennas for High-Performance 6G IoT system. Results in Engineering, 108107. [Q1, IF: 7.9] https://doi.org/10.1016/j.rineng.2025.108107
20. Haque, M. A., Ananta, R. A., Tiang, J. J., Nahas, M., Rahman, M. A., & Singh, N. S. S. (2025). Regression machine learning methods for isolation prediction and massive gain broadband MIMO antenna design for 28 GHz applications. Results in Optics, 100883. [Q2, IF: 3] https://doi.org/10.1016/j.rio.2025.100883
21. Ananta RA, Haque MdA, Alyami G, Ahammed MS, Ahmed MdK, Singh NSS, et al. Regression machine learning-based highly efficient dual band MIMO antenna design for mm-Wave 5G application and gain prediction. Sci Rep. 2025 Aug 6;15(1):28730. [Q1, IF: 3.9] https://doi.org/10.1038/s41598-025-13514-1
22. Haque MA, Ananta RA, Ahammed MdS, Nirob JH, Sawaran Singh NS, Paul LC, et al. High-isolation dual-band MIMO antenna for next-generation 5G wireless networks at 28/38 GHz with machine learning-based gain prediction. Sci Rep. 2025 Jul 1;15(1):20782. [Q1, IF: 3.9] https://doi.org/10.1038/s41598-025-02646-z
23. Ahammed MS, Ananta RA, Tiang JJ, Nahas M, Singh NSS, Haque MdA. A high-gain THz microstrip patch antenna designed for IoT and 6G communications with predicted efficiency using machine learning approaches. E-Prime - Adv Electr Eng Electron Energy. 2025 Sep;13:101058. [Q2, IF: 4.2] https://doi.org/10.1016/j.prime.2025.101058
24. Haque MA, Nahin KH, Nirob JH, Ahmed MdK, Sawaran Singh NS, Paul LC, et al. Multiband THz MIMO antenna with regression machine learning techniques for isolation prediction in IoT applications. Sci Rep. 2025 Mar 5;15(1):7701. [Q1, IF: 3.9] https://doi.org/10.1038/s41598-025-89962-6
25. Haque, M. A., Ahmed, M. K., Alyami, G., Nahin, K. H., Ahammed, M. S., Taki, A. A., ... & Shaman, H. (2025). Meta Learner-Based Optimization for Antenna Efficiency Prediction and High-Performance THz MIMO Antenna Applications. Results in Engineering, 105882. [Q1, IF: 7.9] https://doi.org/10.1016/j.rineng.2025.105882
26. Haque MA, Ahammed MdS, Socheatra S, Ananta RA, Nirob MJH, Singh NSS, et al. Machine Learning based Compact MIMO Antenna Array for 38 GHz Millimeter Wave Application with Robust Isolation and High Efficiency Performance. Results Eng. 2025 Jan;104006. [Q1, IF: 7.9] https://doi.org/10.1016/j.rineng.2025.104006
27. Haque MdA, Nirob JH, Nahin KH, Jizat NM, Zakariya MA, Ananta RA, et al. Machine learning-based technique for gain prediction of mm-wave miniaturized 5G MIMO slotted antenna array with high isolation characteristics. Sci Rep. 2025 Jan 2;15(1):276. [Q1, IF: 3.9] https://doi.org/10.1038/s41598-024-84182-w
28. Haque MA, Ahammed MS, Rahaman MSA, Ahmed MK, Nahin KH, Sawaran Singh NS, et al. High Performance Quad Port Compact MIMO Antenna for 38 GHz 5G Application with Regression Machine Learning Prediction. J Infrared Millim Terahertz Waves. 2025 Jul;46(7):40.  [Q2, IF: 2.5] https://doi.org/10.1016/j.rineng.2025.104006
29. Ashraful Haque M, Afzalur Rahman M, Salem Al-Bawri S, Aljaloud K, Singh Sawaran Singh N, Saha D, et al. Machine Learning-Based Approach for bandwidth and frequency Prediction for N77 band 5G Antenna. Phys Scr. 2024 Feb 1;99(2):026005. [Q2, IF: 2.6] https://doi.org/10.1016/j.rineng.2025.104006
30. Haque MA, Nahin KH, Nirob JH, Ananta RA, Sawaran Singh NS, Paul LC, et al. Machine learning-based novel-shaped THz MIMO antenna with a slotted ground plane for future 6G applications. Sci Rep. 2024 Dec 31;14(1):32162. [Q1, IF: 3.9] https://doi.org/10.1038/s41598-024-79332-z
31. Haque MA, Nahin KH, Nirob JH, Ahmed MK, Sawaran Singh NS, Paul LC, et al. Machine learning-based technique for directivity prediction of a compact and highly efficient 4-port MIMO antenna for 5G millimeter wave applications. Results Eng. 2024 Dec;24:103106.  [Q1, IF: 7.9] https://doi.org/10.1016/j.rineng.2024.103106
32. Haque MdA, Ahammed MS, Ananta RA, Aljaloud K, Jizat NM, Abdulkawi WM, et al. Broadband high gain performance MIMO antenna array for 5 G mm-wave applications-based gain prediction using machine learning approach. Alex Eng J. 2024 Oct;104:665–79. [Q1, IF: 6.8] https://doi.org/10.1016/j.aej.2024.08.025
33. Haque MA, Ananta RA, Nirob JH, Ahammed MdS, Singh NSS, Paul LC, et al. Performance improvement of THz MIMO antenna with graphene and prediction bandwidth through machine learning analysis for 6G application. Results Eng. 2024 Dec;24:103216. [Q1, IF: 7.9] https://doi.org/10.1016/j.rineng.2024.103216
34. Haque MdA, Nirob JH, Nahin KH, Ahammed MS, Singh NSS, Paul LC, et al. Regression supervised model techniques THz MIMO antenna for 6G wireless communication and IoT application with isolation prediction. Results Eng. 2024 Dec;24:103507. [Q1, IF: 7.9] https://doi.org/10.1016/j.rineng.2024.103507
35. Haque MdA, Rahman MA, Al-Bawri SS, Yusoff Z, Sharker AH, Abdulkawi WM, et al. Machine learning-based technique for gain and resonance prediction of mid band 5G Yagi antenna. Sci Rep. 2023 Aug 3;13(1):12590. [Q1, IF: 3.9] https://doi.org/10.1038/s41598-023-39730-1
36. Haque MdA, Zakariya MA, Al-Bawri SS, Yusoff Z, Islam M, Saha D, et al. Quasi-Yagi antenna design for LTE applications and prediction of gain and directivity using machine learning approaches. Alex Eng J. 2023 Oct;80:383–96. [Q1, IF: 6.8] https://doi.org/10.1016/j.aej.2023.08.059
37. Haque MdA, Saha D, Al-Bawri SS, Paul LC, Rahman MA, Alshanketi F, et al. Machine learning-based technique for resonance and directivity prediction of UMTS LTE band quasi Yagi antenna. Heliyon. 2023 Sep;9(9):e19548. [Q1, IF: 3.6] https://doi.org/10.1016/j.heliyon.2023.e19548
38. Haque MdA, Sarker N, Sawaran Singh NS, Rahman MA, Hasan MdN, Islam M, et al. Dual Band Antenna Design and Prediction of Resonance Frequency Using Machine Learning Approaches. Appl Sci. 2022 Oct 18;12(20):10505. [Q2, IF: 2.5] https://doi.org/10.3390/app122010505
39. Nahin KH, Nirob JH, Taki AA, Haque MA, SinghSingh NS, Paul LC, et al. Performance prediction and optimization of a high-efficiency tessellated diamond fractal MIMO antenna for terahertz 6G communication using machine learning approaches. Sci Rep. 2025 Feb 4;15(1):4215.  [Q1, IF: 3.9] https://doi.org/10.1038/s41598-025-88174-2
40. Rahaman I, Jafor MdS, Singh NSS, Haque MA, Biswas AK, Rahman MA, et al. Performance Investigation of Linearly Arranged Circular, Circular Planer, Rectangular, and Concentric Circular Antenna Arrays Using Robust NVL Techniques. Appl Sci. 2022 Nov 11;12(22):11481. [Q2, IF: 2.5] https://doi.org/10.3390/app122211481
41. Al-Bawri SS, Ananta RA, Haque MA, Abdulkawi WM, Singh N, Jilani MdAK, et al. Machine learning technique based highly efficient slotted 4-port MIMO antenna using decoupling structure for sub-THz and THz 6G band applications. Opt Quantum Electron. 2024 Sep 20;56(10):1611. [Q2, IF: 4.0] https://doi.org/10.1007/s11082-024-07249-y
42. Rahaman I, Haque MA, Singh NSS, Jafor MdS, Sarkar PK, Rahman MA, et al. Performance Analysis of Linearly Arranged Concentric Circular Antenna Array with Low Sidelobe Level and Beamwidth Using Robust Tapering Technique. Micromachines. 2022 Nov 11;13(11):1959.  [Q2, IF: 3.0] https://doi.org/10.3390/mi13111959
43. Yahya MS, Soeung S, Rahim SKA, Musa U, Ba Hashwan SS, Haque MdA. Machine Learning-Optimized Compact Frequency Reconfigurable Antenna With RSSI Enhancement for Long-Range Applications. IEEE Access. 2024;12:10970–87.  [Q1, IF: 3.6] https://doi.org/10.1109/ACCESS.2024.3355145
44. Paul LC, Ahmed SS, Rani T, Haque MA, Roy TK, Hossain MN, et al. A smart medicine reminder kit with mobile phone calls and some health monitoring features for senior citizens. Heliyon. 2024 Feb;10(4):e26308.  [Q1, IF: 3.6] https://doi.org/10.1016/j.heliyon.2024.e26308

1. Haque, A., Nahin, K. H., Tiang, J. J., Hasan, M., Singh, N. S. S., & Jilani, A. K. (2025). High-Gain Dielectric Resonator Antenna for 6G Sub-THz Wireless Networks and Terahertz Sensing. Journal of Communications, 20(5). 
2. M. A. Haque, M. A. Zakariya, N. S. Sawaran Singh, L. C. Paul, and Md. F. Ishraque, “Investigation of coupling loss caused by misalignment in optical fiber,” Bull. Electr. Eng. Inform., vol. 12, no. 3, pp. 1560–1569, Jun. 2023, doi: 10.11591/eei.v12i3.4552.
3. M. A. Haque, M. A. Zakariya, N. S. Sawaran Singh, Md. A. Rahman, and L. C. Paul, “Parametric study of a dual-band quasi-Yagi antenna for LTE application,” Bull. Electr. Eng. Inform., vol. 12, no. 3, pp. 1513–1522, Jun. 2023, doi: 10.11591/eei.v12i3.4639.
4. Md. A. Haque et al., “High-bandwidth millimetre wave multiple-input multiple-output antenna for 38 GHz 5G mobile applications,” TELKOMNIKA Telecommun. Comput. Electron. Control, vol. 23, no. 2, p. 283, Apr. 2025, doi: 10.12928/telkomnika.v23i2.26491.
5. Md. K. Ahmed, M. A. Haque et al., “based performance estimation of a slotted inverted F-shaped tri-band antenna for satellite/mm-wave 5G application,” TELKOMNIKA Telecommun. Comput. Electron. Control, vol. 22, no. 4, p. 773, Aug. 2024, doi: 10.12928/telkomnika.v22i4.26028.
6. M. Hannan, M. R. Islam, M. A. Haque, M. S. Hossain, A. Ulhaq, and J. J. Sawan, “Automated Face Detection, Recognition and Gender Estimation Applied to Person Identification,” J. Comput. Sci., vol. 15, no. 3, pp. 395–415, Mar. 2019, doi: 10.3844/jcssp.2019.395.415.
7. Md. K. Ahmed, M. A. Haque,  et al., “Graphene-based THz antenna with a wide bandwidth for future 6G short-range communication,” TELKOMNIKA Telecommun. Comput. Electron. Control, vol. 23, no. 2, p. 306, Apr. 2025, doi: 10.12928/telkomnika.v23i2.26562.
8. N. Singh Sawaran Singh , M. A. Haque, et al., “Dual band antenna design for 4G/5G application and prediction of gain using machine learning approaches,” TELKOMNIKA Telecommun. Comput. Electron. Control, vol. 23, no. 2, p. 543, Apr. 2025, doi: 10.12928/telkomnika.v23i2.26233.
9. J. Hossain Nirob . M. A. Haque, et al., “Optimized tri-band MIMO antenna design for 6G terahertz applications and future connectivity,” TELKOMNIKA Telecommun. Comput. Electron. Control, vol. 23, no. 2, p. 553, Apr. 2025, doi: 10.12928/telkomnika.v23i2.26579.
10. J. Hossain Nirob , M. A. Haque, et al., “Dual-band MIMO antenna for wideband THz communication in future 6G applications,” TELKOMNIKA Telecommun. Comput. Electron. Control, vol. 23, no. 2, p. 295, Apr. 2025, doi: 10.12928/telkomnika.v23i2.26553.

1. Haque, M.A liton Chandra paul. “Optimization of E-Shaped Microstrip Patch Antenna for C Band Application” International Conference on Signal Processing, Information, Communication and Systems 2019. IEEE Conference (Scopus Index).
2. Haque, M.A., Zakariya, M.A., Paul, L.C., Nath, D., and Azim, R., 2021, December. Analysis of Slotted E-shaped Microstrip Patch Antenna for Ku Band Applications. In 2021 IEEE 15th Malaysia International Conference on Communication (MICC) (pp. 98-101). IEEE. (Scopus Index).
3. Haque, M.A., Paul, L.C., Kumar, S., Azim, R., Hosain, M.S. and Zakariya, M.A., 2021, July. A Plowing T-shaped Patch Antenna for WiFi and C Band Applications. In 2021 International Conference on Automation, Control and Mechatronics for Industry 4.0 (ACMI) (pp. 1-4). IEEE.(Scopus Index).
4. Haque, M.A., Zakariya, M.A., Mohamad, H., Khir, M.M., Rahman, A., Saha, D., 2023, August. Design and Analysis of Sphere Yagi antenna at 915 MHz Band for Lora WAN Application. In Journal of Physics: Conference Series (Vol. 2550, No. 1, p. 012015). IOP Publishing. (Scopus Index).
5. Paul, L. C., Haque, M. A., Sarker, S., Haque, M. A., & Roy, T. K. (2018, February). Design and performance exploration of a DGS metamaterial MPA by etching four dual isosceles triangular defects on the ground plane. In 2018 International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2) (pp. 1- 4). IEEE.(Scopus Index).
6. Paul, L. C., Akhter, M. S., Haque, M. A., Islam, M. R., Islam, M. F., & Rahman, M. M. (2017, December). Design and analysis of four elements E, H and combined EH shaped microstrip patch array antenna for wireless applications. In 2017 3rd International Conference on Electrical Information and Communication Technology (EICT) (pp. 1-6). IEEE.(Scopus Index).
7. Hussin, Eryana, M.A. Haque, and Nur Izzati Ali. "Design and Analysis of Artificial Magnetic Conductor for Metal Shielding Applications in RFID Car Detection Applications." In Proceedings of International Conference on Artificial Life and Robotics, pp. 795-800. A Life Robotics Corporation Ltd, 2024. 
8. Rahman MA, Al‑Bawri SS, Islam MT, Singh MJ, Haque MA. A Compact Multiband Microstrip Antenna Design for 5G IOT and Satellite Communication Applications. In International Conference on Space Science and Communication 2023 Oct 3 (pp. 125-132). Singapore: Springer Nature Singapore.