Ardavan Babayee

Assistant Professor

Update: 2026-08-20

Ardavan Babayee

Industrial Engineering / Financial Engineering

Journal Paper

  1. "AI-Driven Strategies for Supply Chain Resilience: A Review of Challenges and Solutions During the Pandemics"
    Amirreza Salehi , Ardavan Babayee, Hojatollah Hamidi
    International Journal of Engineering Transactions C: Aspects, Vol. 39, pp.585-605, 2026
  2. "A dynamic decision support system to tackle the spread of COVID-19: predictive and clustering approaches"
    Amirreza Salehi, Ardavan Babayee, Vladimir Simi?, Erfan Babaee Tirkolaee
    Informatics for Health and Social Care, pp.1-24, 2026
  3. "Collaborative bundling in geofence marketing: A multi-objective optimization model"
    Mahsa Mohammadzadeh Moayed, Ardavan Babayee, Erfan Babaee Tirkolaee
    Journal of Dynamics and Games, Vol. 1, pp.1-20, 2026
  4. "Data-Driven Assessment of Healthcare Institutions: A Combined Bayesian BWM, MAIRCA, and Boosted Decision Tree Regression"
    Amirhossein Amou Jafari, Abbas Foroozanfar, Ardavan Babayee, Erfan Babaee Tirkolaee
    Communications in Computer and Information Science, Vol. 2854, pp.38-61, 2026
  5. "Optimizing facility location through the integration of desired and (Semi/Full) obnoxious facilities utilizing rectilinear distance metrics"
    Abbas Foroozanfar, Amirhossein Amou Jafari, Ardavan Babayee, Mohammad Reza Akbari Jokar
    Results in Engineering, pp.1-57, 2026
  6. "Data-driven linking of national well-being to sustainable development: A machine learning and multi-phase analysis framework"
    Amirreza Salehi, Ardavan Babayee
    Results in Engineering, Vol. 29, pp.1-21, 2026
  7. "Strategic prioritization of renewable energy in the U.S.: a data-driven Interval Type-2 Fuzzy decision making approach"
    Amirreza Salehi, Ardavan Babayee
    ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY, pp.1-35, 2026
  8. "Reinforcement Learning for Blockchain-Enabled Supply Chain Network Design"
    Sara sadat Hashemi nezhad, Mahsa Mohammadzadeh Moayed, Ardavan Babayee, Erfan Babaee Tirkolaee
    International Journal of Supply and Operations Management, pp.1-17, 2026
  9. "Assessing the Impacts of Blockchain Technology on Supply Chain Efficiency: A Data-Driven Integrated Decision-Making Framework"
    Ardavan Babayee, Erfan Babaee Tirkolaee, Vladimir Simic, Hêri? Golpîra, Ferzat Anka
    GROUP DECISION AND NEGOTIATION, 2025
  10. "Optimising Inventory Management and Collaborative Supply Chains: A Robust Data Envelopment Analysis-based Approach"
    Adel Hatami-Marbini, Ardavan Babayee, Mohammad Reza Akbari Jokar
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, pp.1-42, 2025
  11. "An integrated decision-making approach for identifying sustainable tier-1 suppliers: Fuzzy Delphi-Borda-SWARA"
    Abolfazl Shafaei, Jalil Heidary-Dahooie, Ardavan Babayee, Ahmet Cal?k, Erfan Babaee Tirkolaee
    ANNALS OF OPERATIONS RESEARCH, pp.1-38, 2025
  12. "Efficiency enhancement of energy supply chains using a machine learning-driven network evaluation framework for blockchain adoption"
    Ardavan Babayee, Erfan Babaee Tirkolaee, Shahryar Sorooshian, Sadia Samar Ali, Gongming Wang
    Energy Strategy Reviews, Vol. 61, 2025
  13. "Evaluating the performance of countries in COVID-19 management: A data-driven decision-making and clustering"
    Hamed Meraji, Danial Rahimi, Ardavan Babayee, Erfan Babaee Tirkolaee
    APPLIED SOFT COMPUTING, Vol. 169, pp.1-21, 2025
  14. "Incident duration prediction through integration of uncertainty and risk factor evaluation: A San Francisco incidents case study"
    Amirreza Salehi, Ardavan Babayee, Majid Khedmati
    PLoS One, Vol. 20, pp.1-23, 2025
  15. "Country-level assessment of COVID-19 performance: A cluster-based MACONT-CRITIC analysis"
    Amirreza Salehi Amiri, Ardavan Babayee, Majid Khedmati
    APPLIED SOFT COMPUTING, Vol. 171, pp.1-12, 2025
  16. "Network-Based Analysis of National Strategies for COVID-19 Management"
    Amirreza Salehi, Ardavan Babayee
    iScience, 2025
  17. "Assessing the viability of blockchain technology in renewable energy supply chains: A consolidation framework"
    Ardavan Babayee, Erfan Babaee Tirkolaee, Sadia Samar Ali
    RENEWABLE and SUSTAINABLE ENERGY REVIEWS, Vol. 212, pp.2-19, 2025
  18. "Product tracing or component tracing? Blockchain adoption in a two-echelon supply chain management"
    Ardavan Babayee, Majid Khedmati, Mohammad Reza Akbari Jokar, Erfan Babaee Tirkolaee
    COMPUTERS and INDUSTRIAL ENGINEERING, Vol. 200, pp.1-21, 2025
  19. "Hub-blockchain: Unveiling the transparency paradigm in physical supply chains"
    Ardavan Babayee, Erfan Babaee Tirkolaee, Mosè Gallo, Mohammad Reza Akbari Jokar, Majid Khedmati
    Journal of Industrial Information Integration, Vol. 48, 2025
  20. "Assessing the efficiency of blockchain adoption in renewable energy supply chains in ideal and non-ideal scenarios"
    Ardavan Babayee, Erfan Babaee Tirkolaee, Reza Kia, Noyan Sebla Sezer
    ENERGY, Vol. 330, 2025
  21. "Sustainable transportation planning considering traffic congestion and uncertain conditions"
    Ardavan Babayee, Majid Khedmati, Mohammad Reza Akbari Jokar, Erfan Babaee Tirkolaee
    EXPERT SYSTEMS WITH APPLICATIONS, Vol. 227, pp.1-20, 2023
  22. "A comprehensive blockchain-enabled supply chain network design: an iterative model versus an integrated model"
    Ardavan Babayee, Majid Khedmati, Mohammad Reza Akbari Jokar
    ANNALS OF OPERATIONS RESEARCH, Vol. 1, 2023