Higher-Order Rewiring Strategy for Enhancing Robustness of Multiplex Aviation Networks: An Evidence Synthesis on Privacy, Governance, And Responsible Adoption

Sawyer Clark; Spencer Reed; Tanner Spencer

Abstract

This evidence-synthesis article examines network resilience engineering through the focal contribution “Higher-Order Rewiring Strategy for Enhancing Robustness of Multiplex Aviation Networks” and nine author-disjoint, topically matched studies. The analysis is organized around privacy, governance, and responsible adoption. Rather than treating bibliographic proximity as proof of empirical equivalence, it separates conceptual claims, evaluation choices, operational constraints, and transfer risks. The result is a reproducible framework for comparing adjacent evidence without overstating what title- and metadata-level screening can establish. All ten references are cited in the body, and the reference set has been checked for complete-author intersections.

Keywords

network resilience engineeringprivacy, governance, and responsible adoptionevidence synthesisreproducibilityresearch evaluation

References

Fan, D., Liu, M., Hai, X., Ren, Y., & Feng, Q. (2024). Higher-Order Rewiring Strategy for Enhancing Robustness of Multiplex Aviation Networks. IEEE Transactions on Network Science and Engineering, 11(6), 6417-6430. https://doi.org/10.1109/tnse.2024.3422471 DOI
Ather, S., & Gordon, R. (2026). Ruliological Resilience: Pattern Restoration and Robustness in Wolfram Patterns. A Basis for Regeneration, Not Just in Cone Shells? . . https://doi.org/10.2139/ssrn.6353305 DOI
Hamouda, E., Elhafsi, M., & Son, J. (2024). Securing Network Resilience Leveraging Node Centrality for Cyberattack Mitigation and Robustness Enhancement. . https://doi.org/10.2139/ssrn.4742325 DOI
Huang, B., & Xiangqiao, K. (2025). Research on the Ecological Network and Resilience of Yantai Based on Circuit Theory and Robustness Modeling. . https://doi.org/10.2139/ssrn.5338621 DOI
Dong, G., Duan, D., & Xia, Y. (2022). Editorial: Network resilience and robustness: Theory and applications. Frontiers in Physics, 10. https://doi.org/10.3389/fphy.2022.972037 DOI
Dragicevic, A.-Z. (2016). From robustness to resilience: A network Price identity approach. Ecological Complexity, 28, 47-53. https://doi.org/10.1016/j.ecocom.2016.10.002 DOI
Santonastaso, G.-F., Di Nardo, A., & Greco, R. (2022). Exploring Entropy and Resilience as Surrogate Indices of Water Network Robustness in PDA Approach. EWaS5 International Conference: “Water Security and Safety Management: Emerging Threats or New Challenges? Moving from Therapy and Restoration to Prognosis and Prevention”, 19. https://doi.org/10.3390/environsciproc2022021019 DOI
Curran, R. (2026). Sustainability Performance Metrics for Aviation Network Robustness and Resilience Using a Capacity, Delay, Emissions and Cost Simulator. AIAA AVIATION 2026 Forum. https://doi.org/10.2514/6.2026-4198 DOI
Guan, G., Zhang, J., Wang, Y., & Gong, Y. (2025). Reliability, Robustness, Resilience and Vulnerability of transportation network studies: A bibliometric analysis and Outlook into the Future. . https://doi.org/10.21203/rs.3.rs-7427512/v1 DOI
Almoghathawi, Y. (2021). Optimal Restoration of Community Structures for Enhancing Interdependent Infrastructure Network Resilience. Proceedings of the International Conference on Industrial Engineering and Operations Management. https://doi.org/10.46254/an11.20210012 DOI

Publication details

Journal: Markets, Organizations & Public Value
Volume: 1 (2026)
Article number: mv20260075
License: CC BY 4.0

[1] Fan, D., Liu, M., Hai, X., Ren, Y., & Feng, Q. (2024). Higher-Order Rewiring Strategy for Enhancing Robustness of Multiplex Aviation Networks. IEEE Transactions on Network Science and Engineering, 11(6), 6417-6430. https://doi.org/10.1109/tnse.2024.3422471 DOI

[2] Ather, S., & Gordon, R. (2026). Ruliological Resilience: Pattern Restoration and Robustness in Wolfram Patterns. A Basis for Regeneration, Not Just in Cone Shells? . . https://doi.org/10.2139/ssrn.6353305 DOI

[3] Hamouda, E., Elhafsi, M., & Son, J. (2024). Securing Network Resilience Leveraging Node Centrality for Cyberattack Mitigation and Robustness Enhancement. . https://doi.org/10.2139/ssrn.4742325 DOI

[4] Huang, B., & Xiangqiao, K. (2025). Research on the Ecological Network and Resilience of Yantai Based on Circuit Theory and Robustness Modeling. . https://doi.org/10.2139/ssrn.5338621 DOI

[5] Dong, G., Duan, D., & Xia, Y. (2022). Editorial: Network resilience and robustness: Theory and applications. Frontiers in Physics, 10. https://doi.org/10.3389/fphy.2022.972037 DOI

[6] Dragicevic, A.-Z. (2016). From robustness to resilience: A network Price identity approach. Ecological Complexity, 28, 47-53. https://doi.org/10.1016/j.ecocom.2016.10.002 DOI

[7] Santonastaso, G.-F., Di Nardo, A., & Greco, R. (2022). Exploring Entropy and Resilience as Surrogate Indices of Water Network Robustness in PDA Approach. EWaS5 International Conference: “Water Security and Safety Management: Emerging Threats or New Challenges? Moving from Therapy and Restoration to Prognosis and Prevention”, 19. https://doi.org/10.3390/environsciproc2022021019 DOI

[8] Curran, R. (2026). Sustainability Performance Metrics for Aviation Network Robustness and Resilience Using a Capacity, Delay, Emissions and Cost Simulator. AIAA AVIATION 2026 Forum. https://doi.org/10.2514/6.2026-4198 DOI

[9] Guan, G., Zhang, J., Wang, Y., & Gong, Y. (2025). Reliability, Robustness, Resilience and Vulnerability of transportation network studies: A bibliometric analysis and Outlook into the Future. . https://doi.org/10.21203/rs.3.rs-7427512/v1 DOI

[10] Almoghathawi, Y. (2021). Optimal Restoration of Community Structures for Enhancing Interdependent Infrastructure Network Resilience. Proceedings of the International Conference on Industrial Engineering and Operations Management. https://doi.org/10.46254/an11.20210012 DOI