Research Activities

Google Scholar Profile: Nahia Mourad

ResearchGate Profile: Nahia Mourad

Web of Science Researcher ID: K-7000-2019

Journal Publications

Shubber, M. S., Mohammed, M. T., Qahtan, S., Ibrahim, H. A., Mourad, N., Zaidan, A. A., Zaidan, B. B., Deveci, M., Pamucar, D., & Wu, P. (2025). Pythagorean Fuzzy Rough Decision-based Approach for Developing Supply Chain Resilience Framework in the Face of Unforeseen Disruptions. Journal of Industrial Information Integration, 100837. https://doi.org/10.1016/J.JII.2025.100837

Mohammed, M. T., Shubber, M. S., Qahtan, S., Alsatta, H. A., Mourad, N., Zaidan, A. A., & Zaidan, B. B. (2025). Determining the superiority of a robust cloud fault tolerance mechanism using a spherical cubic fuzzy set-based decision approach. Engineering Applications of Artificial Intelligence, 148, 110402. https://doi.org/10.1016/J.ENGAPPAI.2025.110402

Qahtan, S., Mourad, N., Alsattar, H. A., Zaidan, A. A., Zaidan, B. B., Pamucar, D., Simic, V., Ding, W., & Yatim, K. (2025). Three-way Decision Approach Based on Utility and Dynamic Localization Transformational Procedures within a Circular q-Rung Orthopair Fuzzy Set for Ranking and Grading Large Language Models. Cognitive Computation 2025 17:2, 17(2), 1–26. https://doi.org/10.1007/S12559-025-10432-2

Mourad, N., Qahtan, S., Bahaa, B., A.Ibrahim, H., & Zaidan, A. A. (2025). Bi-Level hierarchical ensemble intelligent approach for evaluating Spatio-Temporal Semantic data management systems in IoT-Based Agriculture 5.0. Expert Systems with Applications, 127083. https://doi.org/10.1016/J.ESWA.2025.127083

Ahmed, M. A., Zaidan, A.A., Qahtan, S., Alsattar, H. A., Zaidan, B.B., Mourad, N., …, Yatim, K. (2025). Complex Pythagorean Fuzzy Decision-based Approach for Developing English Translation of the Scripture Based Multi Clustering Algorithms. International Journal of Information Technology & Decision Making. In press. DOI: https://doi.org/10.1142/S0219622025500075

Alhadad, H. A. K., Elloumi, A., Alsattar, H. A., Qahtan, S., Mourad, N., Zaidan, A. A., Bahaa, B., & Jayaraman, V. (2025). Intelligent approach for developing a blood product supply chain to mitigate shortages and Preclude wastage. Engineering Applications of Artificial Intelligence, 142, 109877. https://doi.org/10.1016/J.ENGAPPAI.2024.109877

Zaidan, B. B., Ding, W., Alsattar, H. A., Mourad, N., Zaidan, A. A., Qahtan, S., Ng, T. F., Zeng, Y. R., & Alshakhatreh, I. (2025). Exploration and development of a structured multi-level fusion in an ensemble-based large-scale meta-decision model. Information Fusion, 117, 102911. https://doi.org/10.1016/J.INFFUS.2024.102911

Abu-Lail, D., Mourad, N., Qahtan, S., Zaidan, A. A., Alsattar, H. A., Zaidan, B. B., Pamucar, D., Deveci, M., Pedrycz, W., & Delen, D. (2025). Evaluation of industry 4.0 adoption strategies in small and medium enterprises: A Circular-Fermatean fuzzy decision-making approach. Applied Soft Computing, 169, 112618. https://doi.org/10.1016/J.ASOC.2024.112618

Qahtan, S., Mourad, N., Ibrahim, H. A., Zaidan, A. A., Bahaa, B., & Ding, W. (2025). Robust three-way decisions based on ensembled multi-divergence measures with circular quintic fuzzy sets for developing swarm robots in mechanised agricultural operations. Expert Systems with Applications, 266, 126102. https://doi.org/10.1016/J.ESWA.2024.126102

Mourad, N., Zaidan, A. A., Alsattar, H. A., Qahtan, S., Zaidan, B. B., Deveci, M., Pamucar, D., & Pedrycz, W. (2025). Dynamic localization based-utility decision approach under type-2 Pythagorean fuzzy set for developing internet of modular self-reconfiguration robot things. Engineering Applications of Artificial Intelligence, 139, 109671. https://doi.org/10.1016/J.ENGAPPAI.2024.109671

Zaidan, B. B., Ibrahim, H. A., Mourad, N., Zaidan, A. A., Pilehkouhic, H., Qahtan, S., Deveci, M., & Delen, D. (2024). An in-depth analysis of ensemble multi-criteria decision making: A comprehensive guide to terminology, design, applications, evaluations, and future prospects. Applied Soft Computing, 167, 112267. https://doi.org/10.1016/J.ASOC.2024.112267

Qahtan, S., Mourad, N., Ibrahim, H. A., Alaa Zaidan, A., Bahaa, B., Deveci, M., Ding, W., Pamucar, D., Pedrycz, W., & Shamini, S. (2025). Normal wiggly hesitant fuzzy modelling approach for 6G frameworks based blockchain technology. Expert Systems with Applications, 259, 125304. https://doi.org/10.1016/J.ESWA.2024.125304

Chamoun, G., & Mourad, N. (2024). Mathematical analysis and asymptotic predictions of chemical-driven swimming living organisms in weighted networks. Computers & Mathematics with Applications, 172, 16–37. https://doi.org/10.1016/J.CAMWA.2024.07.031

Zaidan, A. A., Deveci, M., Alsattar, H. A., Qahtan, S., Shang, W. L., Delen, D., Mourad, N., & Mohammed, Z. K. (2024). Neutrosophic bipolar fuzzy decision-based approach for developing sustainable circular business model innovation tools. Computers & Industrial Engineering, 189, 109966. https://doi.org/10.1016/J.CIE.2024.109966

Mourad, N., Alsattar, H. A., Qahtan, S., Zaidan, A. A., Deveci, M., Sangaiah, A. K., & Pedrycz, W. (2024). Decisioning-Based Approach for Optimising Control Engineering Tools Using Digital Twin Capabilities and Other Cyber-Physical Metaverse Manufacturing System Components. IEEE Transactions on Consumer Electronics, 70(1), 3212–3221. https://doi.org/10.1109/TCE.2023.3326047

Alsattar, H. A., Mourad, N., Zaidan, A. A., Deveci, M., Qahtan, S., Jayaraman, V., & Khalid, Z. (2024). Developing IoT Sustainable Real-Time Monitoring Devices for Food Supply Chain Systems Based on Climate Change Using Circular Intuitionistic Fuzzy Set. IEEE Internet of Things Journal, 11(16), 26680–26689. https://doi.org/10.1109/JIOT.2023.3305910

Habib, A. M., & Mourad, N. (2024). The Influence of Environmental, Social, and Governance (ESG) Practices on US Firms’ Performance: Evidence from the Coronavirus Crisis. Journal of the Knowledge Economy, 15(1), 2549–257 https://doi.org/10.1007/s13132-023-01278-w

Habib, A. M., & Mourad, N. (2023). Analyzing the efficiency of intellectual capital: a new approach based on DEA-MPI technology. Benchmarking, 31(10), 3860–3883. https://doi.org/10.1108/BIJ-06-2022-0384

Alsattar, H. A., Qahtan, S., Mourad, N., Zaidan, A. A., Deveci, M., Jana, C., & Ding, W. (2023). Three-way decision-based conditional probabilities by opinion scores and Bayesian rules in circular-Pythagorean fuzzy sets for developing sustainable smart living framework. Information Sciences, 649, 119681. https://doi.org/10.1016/J.INS.2023.119681

Mourad, N., Tharwat, A., Mohamed Habib, A., Wafik, D., & Ahmed Hamed, M. (2022). Appraising THE Economic Efficiency OF European FOOTBALL TEAMS: Evidence FROM Covid-19 CRISIS Using Data Envelop Analysis. Journal of Positive School Psychology, 6(8), 4383–4403. https://journalppw.com/index.php/jpsp/article/view/10611

Habib, A. M., & Mourad, N. (2022). Analyzing the Efficiency of Working Capital Management: A New Approach Based on DEA-Malmquist Technology. Operations Research Forum, 3(3), 1–20. https://doi.org/10.1007/s43069-022-00155-7

Mourad, N. (2022). Second-order conic programming for data envelopment analysis models. Periodicals of Engineering and Natural Sciences, 10(2), 487-499. DOI: https://dx.doi.org/10.21533/pen.v10i2.2992

Mourad, N., Habib, A. M., & Tharwat, A. (2021). Appraising healthcare systems’ efficiency in facing COVID-19 through data envelopment analysis. Decision Science Letters, 10(3), 301-310. DOI: https://doi.org/10.5267/j.dsl.2021.2.007

Cancès, E., & Mourad, N. (2018). A numerical study of the extended Kohn–Sham ground states of atoms. Communications in Applied Mathematics and Computational Science, 13(2), 139–188. DOI: https://doi.org/10.2140/camcos.2018.13.139

Cancès, E., & Mourad, N. (2016). Existence of a type of optimal norm-conserving pseudopotentials for Kohn–Sham models. Communications in Mathematical Sciences, 14(5), 1315–1352. https://doi.org/10.4310/CMS.2016.V14.N5.A6

Cancès, E., & Mourad, N. (2014). A mathematical perspective on density functional perturbation theory. Nonlinearity, 27(9), 1999. https://doi.org/10.1088/0951-7715/27/9/1999

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