Selected Publications

Xiao, L. & Pennock, M. J. (2018). Identifying and Measuring Modularity Violations in Cyber-physical Systems. CESUN 2018. Download paper

Rouse, W. B., Pennock, M.J., Yu, Z. & Pepe, K. M. (2018). A Conceptual Platform for Understanding and Managing Complex Service Enterprises: Case Studies in the Transformation of Healthcare Delivery. In Smedlund, A., Lindblom, A. & Mitronen, L., eds., Collaborative Value Co-creation in the Platform Economy (pp. 109-132). Springer. 2018. Link

Cardoso, J. F. & Pennock, M. J. (2018). Detecting Unintended Consequences in Engineering Systems: What can we learn from Multi-scale Modeling? IEEE Systems Conference 2018. Link

Pennock, M. J., Yu, Z., Hirschman, K. B., Pepe, K., Pauly, M. V., Naylor, M. D., & Rouse, W. B. (2018). Developing a Policy Flight Simulator to Facilitate the Adoption of an Evidence-Based Intervention. IEEE Journal of Translational Engineering in Health and Medicine, 6: 1-12. Link

Heydari, B., & Pennock, M. J. (2018). Guiding the behavior of sociotechnical systems: The role of agent‐based modeling. Systems Engineering, DOI: 10.1002/sys.21435. Link

Luna, S., & Pennock, M. J. (2018). Social Media Applications and Emergency Management: A Literature Review and Research Agenda. International Journal of Disaster Risk Reduction 28: 565-577. Link

Pennock, M. J., Bodner, D.C., and Rouse, W.B. (2017), Lessons Learned from Evaluating an Enterprise Modeling Methodology, IEEE Systems Journal, DOI: 10.1109/JSYST.2016.2639464. Link

Chen, W., Kesidis, G., Morrison, T., Oden, J.T., Panchal, J.H., Paredis, C., Pennock, M., Atamturktur, S., Terejanu, G. and Yukish, M. (2017). Uncertainty in Modeling and Simulation. In Research Challenges in Modeling and Simulation for Engineering Complex Systems (pp. 75- 86). Springer. Link

Yu, Z., Oghbaie, M., Liu, C., Rouse, W. B. and Pennock, M. J. (2017). Interactive Visualizations for Supporting Decision Making in Complex Socio-Technical Systems in C. Garcia-Diaz and C. Olaya, Eds., Social Systems Engineering: The Design of Complexity. (in press) Hoboken, NJ: Wiley. Link

Pennock, M. J. and Gaffney, C., (2016), Managing Epistemic Uncertainty for Multimodels of Sociotechnical Systems for Decision Support, IEEE Systems Journal, DOI: 10.1109/JSYST.2016.2598062. Link

Rouse, W. B., Pennock, M. J., Oghbaie, M., and Liu, C. (2016) Interactive Visualizations For Decision Support: Application Of Rasmussen’s Abstraction-Aggregation Hierarchy, Applied Ergonomics, DOI: 10.1016/j.apergo.2016.03.006. Link

Pennock, M. J. and Rouse, W. B. (2016), The Epistemology of Enterprises, Systems Engineering, 19(1): 24 – 43. Link

Oghbaie, M., Pennock, M. J., and Rouse, W.B. (2016). Understanding the Efficacy of Interactive Visualization for Decision Making for Complex Systems, IEEE Systems Conference 2016Link

Cardoso, J. F. and Pennock, M. J. (2016) Applying multi-modeling to enterprise strategic planning: What can we actually learn?, CESUN 2016Download Paper

Rouse, W.B., Pennock, M.J. and Cardoso, J.F. (2016). Advances in Socio-technical Systems in J. Hsu and R. Curran, Eds., Advances in Systems Engineering and Cost Engineering. Reston, VA: American Institute of Aeronautics and Astronautics, pp. 35-64. Link

Pennock, M. J. (2015), Defense Acquisition: A Tragedy of the Commons, Systems Engineering. 18(4): 349-364. Link

Luna, S. and Pennock, M. J. (2015). Social Media in Emergency Management: Advances,
Challenges, and Future Directions, Proceedings of IEEE Systems 2015, April 13-16, Vancouver, Canada. Link

Pennock, M. J. and Wade, J.P. (2015). The Top 10 Illusions of Systems Engineering: A Research Agenda. Procedia Computer Science, 44: 147-154. Link

Pennock, M. J. and Rouse, W. B. (2014) Why Connecting Theories Together May Not Work: How to Address Complex Paradigm-Spanning Questions, Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics 2014, October 5-8, San Diego, CA.  Link

Pennock, M. J. and Rouse, W. B. (2014) The Challenges of Modeling Enterprise Systems, CESUN 2014, June 8 – 11, Hoboken, NJ. Download paper

Pennock, M. J. (2010) Multi-Stage Real Options, In Rouse, W. B. (Ed), The Economics of Human Systems Integration, New York: Wiley.  Link

Pennock, M. J. and W. B. Rouse (2008) The Costs and Risks of Maturing Technologies: Traditional vs. Evolutionary Approaches, Proceedings of the Fifth Annual Acquisition Research Symposium, Monterey, CA.

Pennock, M. J. , Rouse, W. B., and Kollar, D. L. (2007), Transforming the Acquisition Enterprise: A Framework for Analysis and a Case Study of Ship Acquisition, Systems Engineering, 10(2): 99-117. Link

Pennock, M. J., Rouse, W. B. and Kollar, D. L. (2007) Development vs. Deployment: How Mature Should a Technology Be Before It Is Included in an Acquisition Program?, Proceedings of the Fourth Annual Acquisition Research Symposium, Monterey, CA, pp. 11-30.

Rouse, W. B., Pennock, M. J. and Kollar, D. L. (2006), Transforming the Enterprise of Acquiring Public Sector Complex Systems, Proceedings of the Third Annual Acquisition Research Symposium, Monterey, CA, pp. 113-127.

Bodner, D. A., Rouse, W. B. and Pennock, M. J. (2005), Using Simulation to Analyze R&D Value Creation, Proc 2005 Winter Simulation Conf, Orlando, FL, pp. 1906-1913. Link

Pennock, M. J. and Haimes, Y. Y. (2002). Principles and Guidelines for Project Risk Management, Systems Engineering, 5(2): 89 -108. Link