Habib Ullah Manzoor

@glasgow.ac.uk

Communication Sensing and Imaging Lab
University of Glasgow, UK

EDUCATION

PhD in Distributed Machine Learning: University of Glasgow, UK
MS in Electrical Engineering : Ghulam Ishaq Khan Institute, Pakistan
BSc Electrical Engineering: HITEC University, Pakistan

RESEARCH, TEACHING, or OTHER INTERESTS

Artificial Intelligence, Computer Engineering, Energy, Electrical and Electronic Engineering
66

Scopus Publications

914

Scholar Citations

18

Scholar h-index

31

Scholar i10-index

Scopus Publications

RECENT SCHOLAR PUBLICATIONS

  • Enhancing group-based emotional intelligence in children through an adaptive activity system driven by artificial intelligence
    H Irfan, A Hassan, T Waheed, HU Manzoor, I Aziz
    PeerJ Computer Science 12, e3364 , 2026
    2026
  • Remaining Useful Life (RUL) Prediction Methods for Machine Health Estimation and Fault Diagnosis: A Comprehensive Review of Latest Techniques and Future Prospects
    AA Amin, A Mubarak, S Waseem, ZA Alqarni, HU Manzoor
    Engineering Reports 8 (4), e70699 , 2026
    2026
  • Simulation and Modeling Techniques for Multi‐Objective Optimization of Hybrid Fast EV Charging Station
    S Sultan, F Azeem, HU Manzoor, GB Narejo, T Manzoor
    Battery Energy 5 (2), e70094 , 2026
    2026
  • Trustworthy Distributed Load Forecasting in Resource‐Limited Smart Grids and Buildings via Random Layer Aggregation
    HU Manzoor, A Shabbir, RNB Rais, S Hussain, A Zoha
    International Journal of Intelligent Systems 2026 (1), 8810907 , 2026
    2026
  • Empowering Solar Cells With Non‐Toxic Cu 2 O and Zn(O,S): A Sustainable Approach for CIGS Solar Cells
    MH Yousuf, T Manzoor, HU Manzoor
    Nano Select 7 (1), e70113 , 2026
    2026
  • Design of intelligent vehicular and sensor communication network: a comprehensive survey
    A Ahmed Amin, A Mubarak, HU Manzoor
    Systems Science & Control Engineering 13 (1), 2529187 , 2025
    2025
    Citations: 17
  • Evaluation of Electric Vehicle Retrofitting Challenges Through a Design, Operation, and Charging Infrastructure Assessment Framework
    HA Zidan, HU Manzoor, F Azeem, T Manzoor
    Energy Science & Engineering 13 (12), 6346-6361 , 2025
    2025
  • Enhancing InGaN Solar Cell Performance Under Concentrated Sunlight: A SCAPS‐1D Simulation Approach
    HU Manzoor, NS Shiong, MN Manzoor, T Manzoor
    Nano Select 6 (11), e70018 , 2025
    2025
    Citations: 3
  • Smart grid security through fusion-enhanced federated learning against adversarial attacks
    A Shabbir, HU Manzoor, A Zoha, Z Halim
    Engineering Applications of Artificial Intelligence 157, 111169 , 2025
    2025
    Citations: 8
  • Reliable Short-Term Load Forecasting using Robust Federated Split Learning Framework
    HU Manzoor, A Chen, RNB Rais, S Hussain, A Zoha
    2025 10th IEEE Workshop on the Electronic Grid (eGRID), 1-6 , 2025
    2025
    Citations: 1
  • Investigation of Thermal Management Capacity of Casson Electrolytes in Porous Electrodes in Lithium‐Ion Battery Applications
    T Manzoor, S Iqbal, T Anwer, S Manzoor, G Mustafa, HU Manzoor
    Battery Energy 4 (5), e20240082 , 2025
    2025
    Citations: 1
  • Novel Stealth Communication Round Attack and Robust Incentivized Federated Averaging for Load Forecasting
    HU Manzoor, K Arshad, K Assaleh, A Zoha
    IEEE Transactions on Sustainable Computing , 2025
    2025
    Citations: 2
  • DC vs. AC distribution: Revealing the efficiency advantage of DC in today’s energy landscape
    A Haroon, HE Gelani, H Tahir, HU Manzoor
    PLoS One 20 (5), e0318444 , 2025
    2025
    Citations: 3
  • Optimized Control of Hybrid Energy Storage Systems Using Whale Optimization Algorithm for Enhanced Battery Longevity and Stability in Microgrids
    NA Siddiqui, H Tahir, M Akram, HU Manzoor
    Engineering Reports 7 (5), e70199 , 2025
    2025
    Citations: 4
  • Exploring the Potential of Cross‐Border Energy Trade in SAARC Countries for Achieving Sustainable Development Goals (SDGs)
    H Zidan, MT Malik, U Rafique, F Azeem, T Manzoor, HU Manzoor
    Energy Science & Engineering 13 (4), 2063-2081 , 2025
    2025
    Citations: 4
  • Effect of Optimized Tilt Angle of PV Modules on Solar Irradiance for Residential and Commercial Buildings in Different Cities of Pakistan: Simulation‐Based Study
    HU Manzoor, SM Aaqib, T Manzoor, F Azeem, MW Ashraf, S Manzoor
    Energy Science & Engineering 13 (4), 1831-1845 , 2025
    2025
    Citations: 16
  • Optimization of indium concentration and compositional grading in InGaN heterojunction solar cells by SCAPS-1D simulation
    MK Omar, HU Manzoor, SS Ng, MM Mohd Rashid, MZ Pakhuruddin
    Physica Scripta 100 (2), 025509 , 2025
    2025
    Citations: 8
  • Integrated Fuzzy‐Knapsack Based Demand Response Energy Management System for Smart Grid Buildings
    Z Memon, F Azeem, T Manzoor, HU Manzoor
    Energy Science & Engineering 13 (2), 862-877 , 2025
    2025
    Citations: 3
  • Semantic-aware federated blockage prediction (sfbp) in vision-aided next-generation wireless network
    AR Khan, HU Manzoor, RNB Rais, S Hussain, L Mohjazi, MA Imran, ...
    IEEE Transactions on Network and Service Management 22 (2), 1531-1543 , 2025
    2025
    Citations: 7
  • Securing intelligent networks: federated learning approaches for privacy-conscious anomaly detection
    HU Manzoor
    University of Glasgow , 2025
    2025
    Citations: 2

MOST CITED SCHOLAR PUBLICATIONS

  • A survey of security strategies in federated learning: Defending models, data, and privacy
    HU Manzoor, A Shabbir, A Chen, D Flynn, A Zoha
    Future Internet 16 (10), 374 , 2024
    2024
    Citations: 70
  • Revolutionizing low‐cost solar cells with machine learning: a systematic review of optimization techniques
    S Bhatti, HU Manzoor, B Michel, RS Bonilla, R Abrams, A Zoha, ...
    Advanced Energy and Sustainability Research 4 (10), 2300004 , 2023
    2023
    Citations: 52
  • A privacy and energy-aware federated framework for human activity recognition
    AR Khan, HU Manzoor, F Ayaz, MA Imran, A Zoha
    Sensors 23 (23), 9339 , 2023
    2023
    Citations: 42
  • High conversion and quantum efficiency indium-rich p-InGaN/p-InGaN/n-InGaN solar cell
    HU Manzoor, MAM Zawawi, MZ Pakhuruddin, SS Ng, Z Hassan
    Physica B: Condensed Matter 622, 413339 , 2021
    2021
    Citations: 41
  • Parametric analysis of four wave mixing in DWDM systems
    J Ahmed, A Hussain, MY Siyal, H Manzoor, A Masood
    Optik 125 (7), 1853-1859 , 2014
    2014
    Citations: 38
  • FedClamp: An Algorithm for Identification of Anomalous Client in Federated Learning
    HU Manzoor, MS Khan, AR Khan, F Ayaz, D Flynn, MA Imran, A Zoha
    2022 29th IEEE International Conference on Electronics, Circuits and Systems … , 2022
    2022
    Citations: 34
  • Improving FWM efficiency in bi-directional ultra DWDM-PON networking centered light source by using PMD emulator
    HU Manzoor, M Zafar, SU Manzoor, T Khan, S Liu, T Manzoor, S Saleem, ...
    Results in Physics 16, 102922 , 2020
    2020
    Citations: 33
  • Defending federated learning from backdoor attacks: Anomaly-aware fedavg with layer-based aggregation
    HU Manzoor, AR Khan, T Sher, W Ahmad, A Zoha
    2023 IEEE 34th Annual International Symposium on Personal, Indoor and Mobile … , 2023
    2023
    Citations: 28
  • FedBranched: Leveraging Federated Learning for Anomaly-Aware Load Forecasting in Energy Networks
    HU Manzoor, AR Khan, D Flynn, MM Alam, M Akram, MA Imran, A Zoha
    Sensors 23 (7), 3570 , 2023
    2023
    Citations: 28
  • FWM mitigation in DWDM optical networks
    H Ullah Manzoor, T Manzoor, A Hussain, MH Aly
    Journal of Physics: Conference Series 1447 (1), 012033 , 2020
    2020
    Citations: 28
  • Energy management in an agile workspace using ai-driven forecasting and anomaly detection
    HU Manzoor, AR Khan, M Al-Quraan, L Mohjazi, A Taha, H Abbas, ...
    2022 4th Global Power, Energy and Communication Conference (GPECOM), 644-649 , 2022
    2022
    Citations: 24
  • Resilience of federated learning against false data injection attacks in energy forecasting
    A Shabbir, HU Manzoor, RA Ahmed, Z Halim
    2024 International Conference on Green Energy, Computing and Sustainable … , 2024
    2024
    Citations: 23
  • Privacy enhanced speech emotion communication using deep learning aided edge computing
    HS Ali, F ul Hassan, S Latif, HU Manzoor, J Qadir
    2021 IEEE International Conference on Communications Workshops (ICC … , 2021
    2021
    Citations: 21
  • FWM Reduction Using Different Modulation Techniques and Optical Filters in DWDM Optical Communication Systems: A Comparative Study
    HU Manzoor, T Manzoor, A Hussain, MH Aly, S Manzoor
    Iranian Journal of Science and Technology, Transactions of Electrical … , 2019
    2019
    Citations: 21
  • Adaptive single-layer aggregation framework for energy-efficient and privacy-preserving load forecasting in heterogeneous federated smart grids
    HU Manzoor, A Jafri, A Zoha
    Internet of Things 28, 101376 , 2024
    2024
    Citations: 19
  • Numerical simulation of homojunction pin In0. 4Ga0. 6N solar cell with different absorber layer configurations
    AK Tan, HU Manzoor, NA Hamzah, MA Ahmad, SS Ng, Z Hassan
    Optik 271, 170095 , 2022
    2022
    Citations: 19
  • Enhanced adversarial attack resilience in energy networks through energy and privacy aware federated learning
    HU Manzoor, K Arshad, K Assaleh, A Zoha
    Authorea Preprints , 2024
    2024
    Citations: 18
  • Reduction of four wave mixing by employing circular polarizers in DWDM optical networks
    HU Manzoor, AU Salfi, T Mehmood, T Manzoor
    2015 12th International Bhurban Conference on Applied Sciences and … , 2015
    2015
    Citations: 18
  • Design of intelligent vehicular and sensor communication network: a comprehensive survey
    A Ahmed Amin, A Mubarak, HU Manzoor
    Systems Science & Control Engineering 13 (1), 2529187 , 2025
    2025
    Citations: 17
  • Effect of Optimized Tilt Angle of PV Modules on Solar Irradiance for Residential and Commercial Buildings in Different Cities of Pakistan: Simulation‐Based Study
    HU Manzoor, SM Aaqib, T Manzoor, F Azeem, MW Ashraf, S Manzoor
    Energy Science & Engineering 13 (4), 1831-1845 , 2025
    2025
    Citations: 16