Clarkson Center for Complex Systems Science (C3S2)

Clarkson Center for Complex Systems Science (C3S2)

Clarkson Center for Complex Systems Science (C3S2)

About C3S2

In brief, complex systems science involves the study of how many elements develop behaviors that are beyond those behaviors possible by considering the individual elements alone. While the behavior of each individual component of a system in isolation may support intricate dynamics, together the individual components interact to support group behaviors and system dynamics well beyond those possible from individual components alone.

Complex systems science is a rapidly growing and emerging field that is inherently interdisciplinary. It can be applied to a wide variety of fields including biology; medicine and cognitive science; mechanical, chemical, electrical and civil engineering; physics and astronomy; economics and social sciences. The future of research in these fields lies in understanding not just the isolated components of a given system, but the manner in which the individual components interact to produce emergent group behavior.

In contrast to data mining or big data, in which a primary focus is to understand hidden patterns or structure in large data sets, complex systems science attempts to identify causality and uncover the universality that exists in large-scale systems. Causality and universality are due to peer and hierarchical interactions, patterns and scaling of individual system components. Universality has been observed across a wide range of fields such as brain science, insect swarming, social science and fluid dynamics.

Key to the advancement of complex systems science is the development and use of mathematical tools designed to understand the resultant outcome of group behaviors that are not evident when studying the behavior individual elements alone. Mathematical tools for complex systems science are drawn from the following fields:

  • Information dynamics — the study of interaction of elements and the information flow between elements. Of particular interest is the minimum information needed to produce an outcome of important behaviors. 
  • Algorithmic complexity — In contrast to information dynamics and entropy of evolving systems is the concept of algorithmic complexity, Komolgorov complexity and the concept of minimality of description, as a contrast that intricate behavior is often opposite to simplicity of design.
  • Structure and dynamics on networks — a large number of interacting parts can give rise to behaviors that emerge from the group interactions and are not implicit in any one element. Consider the collective behaviors and capabilities of an ant swarm, which is clearly not understood in terms of the behaviors of the parts. Considering networks brings in the mathematics of graph theory, but well beyond this when understanding dynamics on networks comes complexity theory.
  • Criticality and scaling — modelling of random networks, the implications of critical phenomena to complexity and the recent approaches to evolutionary dynamics are all part of this field. As such, understanding interactions from food webs to economies all have a universality that can be understood in terms of the science that includes hierarchical interactions. It is the characterization of such universalities that lead to complex systems as a unifying field across such disciplines.
  • Technical details and the tool-sets — includes areas of dynamical systems and chaos theory, network theory and graph theory, information theory, thermodynamics and statistical mechanics, cellular automata, information theory, activated processes including glasses, fractals, scaling and renormalization.

Contact Us

Clarkson Center for Complex Systems Science (C3S2)

Center Director: Erik Bollt
322 Center for Advanced Materials

Phone: 315-268-2307
Email: bolltem@clarkson.edu
Website: C3S2-Website 

Vision & Mission

Vision

The C3S2 will be internationally recognized for fundamental contributions to the advancement of complex and systems science and the resulting impact that these contributions have in a variety of science, engineering and business applications. The C3S2 will be recognized within the University as a model for conducting collaborative interdisciplinary research.

Mission

The C3S2 mission is to encourage and facilitate research and educational opportunities in the area of complex, nonlinear, dynamical and adaptive systems. The C3S2 will foster collaboration from an interdisciplinary group of researchers to address important problems from a wide range of scientific, technological and engineering disciplines for the advancement of technology and humanity.

Specific applications of complex systems science include:

  • Complex and networked and multi-scaled processes
  • Nonlinear and chaotic systems
  • Information dynamics and causal inference
  • Systems science
  • Medicine and cognitive science
  • Biology, systems biology and mathematical epidemiology
  • Neuronal networks and the brain, extreme events and earthquakes, as well as cardiac arrhythmia, and more fundamentally, nonlinear chemical reaction kinetics
  • Mechanical, chemical, electrical and civil engineering
  • Fluid dynamics and turbulent systems, oceanography and meteorology, including questions of transport, modeling and sensing
  • Physics and astronomy
  • Economics and social sciences
  • Dynamical systems and control systems
  • Sensor networks, ad hoc networks and control coordination systems
  • Decision science, social systems and science of human groups
  • Adaptive and designed systems engineering
  • Particular examples are protein interaction networks, niche development in microbial communities, disease and rumor spreading and dynamics of innovations
  • Critical and rare events, mechanisms and detection, robustness and fragility

 

Center Motivation and Benefits to Clarkson

Dr. Erik BolltOne of the three pillars of the Clarkson@125 strategic plan is to “advance the prominence of research and scholarship.” Research centers play a key role in fostering collaboration and the growth of sponsored research. Indeed, a large majority of Clarkson’s sponsored research can be attributed to existing research centers including CAMP and CITeR, and CfM.

Dr. Erik Bollt, the inaugural C3S2 center director, has an established international reputation in the field of complex system science. Dr. Bollt’s collaborations in this field have been primarily with colleagues at other institutions. These include Princeton University, Stanford University, Oxford University, Imperial College, Bristol University, Oregon State U, Georgia Tech, Virginia Tech, Army Redstone Arsenal, Naval Research Laboratory and Los Alamos National Labs, to name several. There exists an opportunity to expand this collaboration inward to include colleagues at Clarkson in various academic departments. Doing so would provide an opportunity for Clarkson to make a greater impact in the field, thus enhancing our research reputation. A strength at Clarkson is that our culture, our size and our application-oriented philosophy all celebrate the idea that working together across fields is what we do and what we do well. This center is specifically advanced in this spirit. We will offer a venue and a means to bring us together in groupings and combinations to foster collaborations in cutting-edge research that may not otherwise take place, or even occur to specialists in individual disciplines. Together, our work can emerge strengthened as a group. Theory feeds application, and application feeds theory, and together we benefit.

 

Mathematics Department

Mathematics Department

Mathematics Department

Specializing in applied mathematics, algorithms, computation and theory, Clarkson’s Department of Mathematics focuses on bringing cutting-edge research to education.

What can you do with a degree in Mathematics, Applied Mathematics and Statistics, or Data Science? More things than you can imagine. From working as an applied mathematician or statistician to furthering your education with a master's or doctorate from Clarkson, there are plenty of options at your disposal.

We consist of 18 full-time faculty and multiple dual appointments from other departments and disciplines. Consistently engaged in research, our faculty regularly present their work at seminars and colloquia.

As summer approaches, we have special programs available for incoming and continuing students:

Summer Math Program

Blog Post about Our Department

Our Programs

Graduate Programs

97% University Placement Total

Top 30

Best Schools for STEM Degrees

 in the United States (Best Value Schools).

Clarkson University students are highly sought after and our placement rates prove it. During the academic year, we have 150+ Career Fair attendees each Spring, 180+ Career Fair Attendees every fall! The Career Center encourages students to connect as early as possible to begin setting yourself up for success.

10%

of students decide to continue their education in various post secondary programs.

3%

of our graduates seek alternative positions like the military.

Electrical & Computer Engineering Department

Electrical & Computer Engineering Department

Electrical & Computer Engineering Department

The Department of Electrical and Computer Engineering encourages the development of technology serving humanity through innovation in areas from voice recognition to accessibility. If this philosophy inspires you, then our department might be your new home.

We conduct cutting-edge research in our labs, such as the Biomedical Signal Analysis Laboratory. This lab leads in the research and development of biometric devices to recognize fingerprint, face, iris, voice and handprint signatures.

Our low student-to-faculty ratio allows our professors to get to know you as an individual while you engage in important, world-class research. This unique quality of interaction between faculty and students is the hallmark of a Clarkson educational experience.

As part of Clarkson’s Wallace H. Coulter School of Engineering and Applied Sciences, our department is emblematic of the University’s team-based, interdisciplinary approach to learning. 

Dept. Chair: Paul B McGrath
156 CAMP
Box 5720
Phone: 315-268-6511
Fax: 315-268-7600
pmcgrath@clarkson.edu 

97% University Placement Total

Top 20

Best Values

(great schools, great prices)

as reported by U.S. News & World Report, America's Best Colleges

Clarkson University students are highly sought after and our placement rates prove it. During the academic year, we have 150+ Career Fair attendees each Spring, 180+ Career Fair Attendees every fall! The Parker Career Center encourages students to connect as early as possible to begin setting yourself up for success.

10%

of students decide to continue their education in various post secondary programs.

3%

of our graduates seek alternative positions like the military.

ABET (Accreditation)

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ABET Engineering Accreditation Commission

Clarkson University's undergraduate aerospace, chemical, civil, computer, electrical, environmental, mechanical, and software engineering programs and undergraduate engineering and management program are accredited by the Engineering Accreditation Commission of ABET, www.abet.org. Read more on Engineering Program Objectives.

Computer Science Department

Computer Science Department

Computer Science Department

A community of active researchers, dedicated teachers and excellent students makes up the Department of Computer Science at Clarkson University. Together, we pursue, develop and acquire the knowledge and skills that are necessary in a world that relies critically on computer technology. Faculty, undergraduates and graduate students in the department perform research in a wide range of areas spanning theory, artificial intelligence, security, software, systems and networks. A quick overview of research done in the department can be found here.

Whether you're earning a BS, master’s or PhD in computer science at Clarkson, you will get hands-on experience developing software and software systems, incorporating aspects such as design, theory and application. This is done both inside and outside the classroom. For example, our department is home to Clarkson's famous COSI (Clarkson Open Source Institute) Lab — an environment for open-source projects.

Undergraduate students can pursue a BS in computer science. Through coursework, access to laboratories and research with faculty, undergrads cover areas including computer networks and operating systems, cryptography and cybersecurity, algorithms and formal aspects of computation, virtual reality and human-computer interaction, and software verification.

Graduate students in the master’s or PhD in computer science programs benefit from an interdisciplinary format. The MS program is offered jointly with the Department of Electrical & Computer Engineering.

Contact Us

Dept. Chair: Alexis Maciel
Box 5815
Phone: 315-268-2395
Fax: 315-268-2371
cs@clarkson.edu 
 

97% University Placement Total

Best Value College

U.S. News & World Report, The Princeton Review

Best Value Schools 

Niche

Clarkson University students are highly sought after and our placement rates prove it. During the academic year, we have 150+ Career Fair attendees each Spring, 180+ Career Fair Attendees every fall! The Career Center encourages students to connect as early as possible to begin setting yourself up for success.

10%

of students decide to continue their education in various post secondary programs.

3%

of our graduates seek alternative positions like the military.