Center for Social Complexity

Follow-up project to Social Impacts of Nuclear Detonations (SIND) awarded!

We are happy to announce that the follow-up project to DTRA-sponsored Social Impacts of Nuclear Detonations project has been awarded to the Center for Social Complexity. This project will further examine the social impact on the resiliency of the infrastructure of a city following a WDM event. As various social factors propel the human workers that support the infrastructure of a city to evacuate or shelter in their homes, this infrastructure that supports the human life can suffer in numerous ways, which are examined in our agent-based model.

We would like to acknowledge the hard work of not only the people involved in this proposal (Bill Kennedy and Hamdi Kavak), but also all the people who worked on the previous project whose success made the proposal possible: Andrew Crooks, Matt Brashears, Christopher Dyer, Victoria Money, Samiul Islam, Fahad Aloraini, and Maxim Malikov. Thank you!

Re-chartering for 2026 and beyond

The Center for Social Complexity, at the behest of Dean of the College of Science Cody Edwards, is currently going through a process to renew the charter for the next three years. As part of this process, we are also reviewing existing publications, compiling grant information, and updating the current membership. So if you are a member of the Center for Social Complexity, please do not be alarmed if we reach out to you for some additional information on those topics – this information is needed to support the future of the Center.

In addition, if you are not a current member but you would like to work with the Center for Social Complexity – whether you are a member of the College of Science faculty, someone outside of it, or even someone outside of George Mason University altogether – feel free to reach out to Bill Kennedy or Hamdi Kavak. We are happy to establish new working relationships across disciplines and institution

Center to Help Navajo Nation’s Disaster Resilience

Dr. Chris Dyer, “Dr.D”, an affiliate of the Center, included the Center in a proposal to the University of New Mexico’s Grand Challenge initiative and it was announced that we won on 15 May 2025.  The Center’s portion of the project is the development of an Agent-Based Model of the Navajo Nation’s emergency response system to support making improvements to further the resilience of the Navajo Nation to disasters.  Dr. Bill Kennedy is leading the effort and including students from the College of Science’s Aspiring Students Summer Intern Program (ASSIP). The budget only includes minor funding to support travel to New Mexico for meetings on the larger project.

Late post: Center re-chartered until 2026!

On 14 February 2023, we were notified that by the Senior Associate Dean Ali Andalibi that the Center was approved for three years starting 1 Jan 2023. The approval does not obligate the College of Science to financially support the Center. We must be financially self-sufficient.

Modeling Society Following a Nuclear Weapon of Mass Destruction (WMD) Event: An Agent-based Modeling Approach

While nuclear weapons of mass destruction exist, thankfully they have only been used in anger twice. Therefore, there is little know about how people will react to them. As a consequence of this unknown, we synthesized a hundred years of disaster research to build a model to explore this gap in our understanding of the social effects of a nuclear weapon of mass destruction (NWMD). By reviewing disaster literature, we argue that disasters, including a NWMD, should be viewed as a complex system of three parts (i.e., the physical, social and individual). These three parts inform an agent-based model on how society might react following a nuclear weapon of mass destruction. Specifically, the agent-based model captures the main properties of complex adaptive systems such as heterogeneity, webs of connections (i.e., social networks), relationships and interactions, and adaptations arising from individual actions and decisions. Our NWMD model represents the road network and weapon effects as part of the physical environment. It also includes synthesized individuals and their social environment through agents’ social networks and emergent group dynamics after the event. This NWMD model supports the exploration of the effects of different agent behavior in times of disaster. In the base model, we characterized the response of victims of a nuclear WMD, first responders, and the rest of the population not directly impacted by the weapon. Such a model of the New York mega-city is poised to support additional studies of social effects of a nuclear WMD or disasters more generally.

Read more…

Congratulations to our junior members for getting a new award created in their honor!

We would like to acknowledge the hard work of three of our Aspiring Scientists Summer Internship Program (ASSIP, https://science.gmu.edu/assip) participants, Mihika Dusad, Ellie Chen, and Dashiell Bhattacharyya.

With the support and guidance of our own Bill Kennedy, their presentations at the prestigious Computational Social Science Society of the Americas conference in Santa Fe in 2022 led the leadership of CSSSA to create a brand new award to specifically recognize the talent of these budding researchers called “New Voices in the CSS”. It is not every day that your work impresses so much, that a new award category is created! We again congratulate these aspiring researchers and hope to see many more contributions from them in the future.

Disasters and Complex Adaptive Systems

Dr. Annetta Burger, a recent graduate of the CSS program now a post-doc at NYU presented a paper based on her dissertation on complex adaptive systems as an organizing approach to understanding disasters and impacts on public health to the European Public Health Webinar on Friday, 22 October 2021 (remotely) with some assistance from with Bill Kennedy. The presentation was well received and will hopefully influence thinking about public health and disasters.

Center Co-Director Receives Prestigious Award

The Society for Modeling and Simulation International (SCS) awarded Hamdi Kavak, Assistant Professor, Computational and Data Sciences (CDS), the 2021 Young Simulation Scientist Award. The award recognizes scientists and engineers under the age of 35 who demonstrate excellence and leadership qualities in the field of modeling and simulation. He is the first from Mason to receive this award.

“SCS is one of the most prestigious modeling and simulation societies in the world and, at most, one Young Simulation Scientist award is given each year,” said Kavak. “I am thankful and proud to be one of the four people who have received this award since its inception.”

Kavak’s research focuses on the intersection of simulation modeling and data science and ways these connections may solve some of the greatest challenges seen in modeling. His work includes simulations and analysis of diseases, cyber warfare, population behavior, and malicious attacks against supply chain networks.

His recent summer research included a provost-funded Summer Team Impact Project and mentoring ASSIP high school and Mason college students to, according to Kavak, “understand and predict the COVID-19 pandemic from vaccine hesitancy to the emergence of new strains.”

In addition to teaching at the graduate and undergraduate level, Kavak serves as the Co-director of the Center for Social Complexity. His research support spans several organizations including the National Science Foundation, the Commonwealth Cyber Initiative, the Defense Threat Reduction Agency, and the Department of Homeland Security.

Workshop on Agentization (15-17 September 2021)

While many mathematical and statistical models in the social sciences consist of interacting agents, it is often the case that strong assumptions have to be made for reasons of analytical tractability (e.g., representative agents, rational agents, equal probability of interaction between agents, attainment of agent-level equilibrium).

Agent-based models (ABMs) are an emerging computational approach for studying social and natural phenomena in terms of interacting agents, and which facilitate the relaxation of unrealistic assumptions. Often ABMs address social phenomena about which other more conventional models exist, but direct comparisons of the output of the distinct models are not made directly or else are attempted only informally.

This workshop will focus on ABMs that reproduce the results of conventional models, and then generalize standard results by relaxing model specifications, usually in the direction of more realism. Such models agentize mathematical or econometric models and may demonstrate that conventional results are robust to certain parametric variations or are special cases of more general results.

The workshop on agentization will be held online through George Mason University, from 15-17 September, organized by the Computational Public Policy Lab and the Center for Social Complexity at Mason and sponsored by the Proteus Foundation. ABM pioneer W. Brian Arthur (Santa Fe Institute) will deliver a keynote address. We seek submissions of ABMs that closely reproduce conventional model results and then generalize them. Perhaps you have created an ABM that is similar to some standard model but which produces different results. If your ABM can be directly related to the standard model then it is of interest to this workshop. ABMs that have only notional relation to extant models are not suitable for this event.

People interested in presenting their research at this workshop should submit online by 16 August, either as a paper comparing results from an ABM to standard results, or as an abstract along with a working ABM or model output demonstrating the salience of an ABM to some existing model. It is our hope to combine a variety of papers describing agentized models from the workshop into an edited book or journal special issue. ABMs are welcome from any domain in which social processes are important. People interested in sitting in on or otherwise participating in this workshop are welcome to indicate their interest through the website. This is a free event.

Change in Center Leadership

We are happy to announce Dr. Hamdi Kavak as the new co-director of the Center for Social Complexity starting May 12, 2021. Since 2019, Dr. Kavak has been a faculty member of the Center and Assistant Professor at the Computational and Data Sciences Department at GMU. His research focuses on the intersection of modeling and simulation and data science. With this change, Dr. Kavak replaced the former co-director Dr. Andrew Crooks, who joined the University at Buffalo in Fall 2020. We congratulate Dr. Kavak on this new role and thank Dr. Crooks for his exceptional service.