معرفی
Dr. G. Matthew Fricke is a Research Associate Professor in the Department of Computer Science at the University of New Mexico, affiliated with the Center for Advanced Research Computing (CARC) and Moses Biological Computation Lab. His research explores decentralized systems including supercomputing clusters, robot swarms, social insects, and immune responses, with additional focus on AI ethics and biosignatures.
Education:
- BA in Anthropology (Archaeology), Appalachian State University
- BS in Mathematics, University of New Mexico
- MS in Artificial Intelligence, University of New Mexico
- PhD in Computer Science, University of New Mexico
Research Interests: Dr. Fricke's work bridges robotics, computational biology, and earth sciences. Key areas include bio-inspired swarm algorithms for volcanic gas monitoring, immune system modeling for search optimization, machine learning applications in climate science, and complexity measures for biosignature detection. His interdisciplinary approach combines field robotics with theoretical frameworks from complex adaptive systems.
Publications: Recent articles demonstrate strong trends in environmental robotics (volcanic drone swarms), causal inference in climate systems, and molecular complexity analysis. Works frequently integrate machine learning with empirical field data, spanning geoscience, immunology, and astrobiology.
Student Advising: Mentored multiple PhD candidates including Jannatul Ferdous (immune system modeling), John Ericksen (aerial robotics), Jake Nichol (climate causality), Humayra Tasnim (information theory), and MS student Quincy Wofford (distributed systems).
Projects & Labs: Leads robotics initiatives like VolCAN (volcanic CO2 mapping) and SIMReef (coral ecosystem modeling). Collaborates with NASA on swarm robotics challenges and supercomputing education through UNM's student cluster competition teams.
