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MAGICS Lab

Publications

Selected work.

Lab publications from 2021 to today, grouped by year, newest first.

For the complete and continuously-updated list, see Prof. Heydari's Google Scholar profile.

Google Scholar

Year

2026

  1. Journal of Mechanical Design

    Adaptive Information Modulation: Designing Governance Mechanisms for Multi-Agent AI Systems

    Q. Chen, S. Ilami, N. Lorè, & B. Heydari

    Journal of Mechanical Design (in press).

  2. Journal of Mechanical Design

    Architecting adaptive networks: Reinforcement learning with generative policies for multi-agent governance

    Q. Chen & B. Heydari

    Journal of Mechanical Design, 148(1): 011701.

  3. arXiv preprint

    Communication Enhances LLMs' Stability in Strategic Thinking

    N. Lorè & B. Heydari

    arXiv preprint, arXiv:2602.06081.

    arXiv

  4. arXiv preprint

    The Architecture of Illusion: Network Opacity and Strategic Escalation

    R. Ebrahimi, S. Ilami, B. Heydari, I. Trevino, & M. Franceschetti

    arXiv preprint, arXiv:2602.10053.

    arXiv

  5. SSRN working paper

    Cognitive Heuristics are Necessary for Human-Like Multi-Agent Dynamics in Large Language Models

    H. Zhu & B. Heydari

    SSRN working paper, 6277139.

    SSRN

Year

2025

  1. Journal of Mechanical Design

    Extreme Design: An Editorial on a New Research Framework Within Engineering Design

    T. Marion, M. Yang, A. Banzaert, K. Becker, E. Brubaker, R. Bruggeman, et al.

    Journal of Mechanical Design, 147(12): 120301.

  2. arXiv preprint

    Network Topology Matters, But Not Always: Mobility Networks in Epidemic Forecasting

    S. Ilami, Q. Cao, & B. Heydari

    arXiv preprint, arXiv:2510.20025.

    arXiv

  3. Strategic Management Journal

    Core or Periphery: Examining Where to Allocate Heterogeneous Inventors and the Impact on Firms' Innovation

    B. Heydari, S. Chattopadhyay, S. Padhee, & S. Karim

    Strategic Management Journal.

    Publisher

  4. ASME Journal of Mechanical Design

    Generative Network Design for Multi-Agent Coordination: A VAE-Assisted Deep RL Approach

    Q. Chen & B. Heydari

    ASME Journal of Mechanical Design, 147.

    Publisher arXiv

  5. SSRN working paper

    Evolution of Innovation in Technology Life Cycle: Isolating Innovation Legacy from Quality

    S. Padhee & B. Heydari

    SSRN working paper, 5283897.

    SSRN

  6. Journal of Computing and Information Science in Engineering

    Networks and Graphs for Engineering Systems and Design (Editorial)

    Z. Sha, A. Layton, B. Heydari, & D.L. Van Bossuyt

    Journal of Computing and Information Science in Engineering, 25(6): 060301.

  7. ASME Journal of Computing and Information Science in Engineering

    Adaptive Network Intervention for Complex Systems: A Hierarchical Graph Reinforcement Learning Approach

    Q. Chen & B. Heydari

    ASME Journal of Computing and Information Science in Engineering, 25(6): 061006.

    Publisher arXiv

  8. SSRN working paper

    Competing for Attention: Explainable Deep Reinforcement Learning for Behavior-Aware Recommendations

    Q. Cao, Q. Chen, & B. Heydari

    SSRN working paper, 5284387.

    SSRN

  9. Working paper

    Collective Artificial Intelligence: Specialist-Generalist Network Structures & Task Performance

    J. Meluso, L. Hébert-Dufresne, B. Heydari, C. Riedl, & H.O. Gao

    Working paper.

  10. SSRN working paper

    The Shifting Dynamics of Online Knowledge Platforms and the Implications for Generative AI Sustainability

    B. Heydari & N. Maddah

    SSRN working paper, 5117087.

    SSRN

Year

2024

  1. IEEE Transactions on Computational Social Systems

    Platform-Driven Collaboration Patterns: Structural Evolution Over Time and Scale

    N. Maddah & B. Heydari

    IEEE Transactions on Computational Social Systems, 11(6): 7814–7829.

  2. Scientific Reports

    Strategic Behavior of Large Language Models and the Role of Game Structure versus Contextual Framing

    N. Lorè & B. Heydari

    Scientific Reports, 14(1): 18490.

    Publisher

  3. Systems Engineering

    The SoS Conductor: Orchestrating Resources with Iterative Agent-Based Reinforcement Learning

    Q. Chen & B. Heydari

    Systems Engineering, 27(4): 715–727.

  4. SSRN working paper

    The Echo Chambers of Complexity: How Task Complexity Influences Team Groupthink and Individual Exploration

    S. Padhee & B. Heydari

    SSRN working paper, 4892421.

    SSRN

  5. Reliability Engineering & System Safety

    Building Back Better: Modeling Decentralized Recovery in Sociotechnical Systems Using Strategic Network Dynamics

    N. Maddah & B. Heydari

    Reliability Engineering & System Safety, 246: 110085.

    Publisher DOI

Year

2023

  1. arXiv preprint

    Strategic Behavior of Large Language Models: Game Structure vs. Contextual Framing

    N. Lorè & B. Heydari

    arXiv preprint, arXiv:2309.05898.

    arXiv

  2. Systems Engineering

    Design Teams and Industry Life Cycles: The Interplay of Innovation and Complexity

    S. Padhee, N. Lorè, & B. Heydari

    Systems Engineering, 26(5): 604–617.

  3. Proceedings of the Design Society

    Evolution of Innovation in Industry Life Cycles: A Complex Network Perspective

    S. Padhee & B. Heydari

    Proceedings of the Design Society, 3: 1705–1714.

  4. Cambridge University Press

    Reengineering the Sharing Economy: Design, Policy, and Regulation

    B. Heydari, O. Ergun, R. Dyal-Chand, & Y. Bart (Eds.)

    Cambridge University Press (book).

Year

2022

  1. Strategic Management Society 42nd Annual Conference

    Core or Periphery: Where Should Firms Locate Exploring Innovators? An NK-Model Investigation

    B. Heydari, S. Chattopadhyay, S. Padhee, & S. Karim

    Strategic Management Society 42nd Annual Conference.

  2. Journal of Mechanical Design

    Dynamic Resource Allocation in Systems-of-Systems Using a Heuristic-Based Interpretable Deep Reinforcement Learning

    Q. Chen & B. Heydari

    Journal of Mechanical Design, 144(9): 091711.

  3. Nature Computational Science

    Micro-level Social Structures and the Success of COVID-19 National Policies

    Q. Cao & B. Heydari

    Nature Computational Science, 2(9): 595–604.

    Publisher

  4. Scientific Data

    A Multisource Database Tracking the Impact of the COVID-19 Pandemic on the Communities of Boston, MA, USA

    A. Ristea, R. Tucker, S. You, M. Amiri, N. Beauchamp, E. Castro, Q. Chen, et al.

    Scientific Data, 9(1): 330.

Year

2021

  1. SSRN working paper

    When Do Coalitions Survive Over Time? Stationary Stability in Dynamic Cooperative Games

    B. Heydari & P. Heydari

    SSRN working paper.

  2. PLoS ONE

    Airbnb and Neighborhood Crime: The Incursion of Tourists or the Erosion of Local Social Dynamics?

    L. Ke, D.T. O'Brien, & B. Heydari

    PLoS ONE, 16(7): e0253315.

  3. Journal of Mechanical Design

    Leveraging Task Modularity in Reinforcement Learning for Adaptable Industry 4.0 Automation

    Q. Chen, B. Heydari, & M. Moghaddam

    Journal of Mechanical Design, 143(7): 071701.

  4. Public Health Reports

    The Immediate Effect of COVID-19 Policies on Social-Distancing Behavior in the United States

    R. Abouk & B. Heydari

    Public Health Reports, 136(2): 245–252.