Peter A. Beling

Peter BelingTitle:

Associate Professor, Austin Labs, University of Virginia

Research Role: Researcher

Email Address:

Peter A. Beling is Professor and Interim Chair of the Department of Systems and Information Engineering at the University of Virginia (UVa). Dr. Beling’s research interests are in the area of decision-making in complex systems, with emphasis on adaptive decision support systems and on model-based approaches to system-of-systems design and assessment. His research has found application in a variety of domains, including mission-focused cybersecurity, reconnaissance and surveillance, prognostic and diagnostic systems, and financial decision making. He directs the UVa site of the Center for Visual and Decision Informatics, a National Science Foundation Industry/University Cooperative Research Center, and the Adaptive Decision Systems Laboratory, which focuses on data analytics and decision support in cyber-physical systems. Dr. Beling is the co-founder of the Financial Decision Engineering research group at UVa, which is a focal point for research on the mathematical modeling and risk management aspects of consumer and retail credit. Dr. Beling has served as editor and reviewer for many academic journals. He has served as a member of two National Research Council panels. He received the Ph.D. in Operations Research from the University of California at Berkeley, M.S. in Operations Research from The George Washington University, and B.S. in Mathematics from the University of Virginia.

Research Interests:

  • Decision modeling in complex and cyber-physical systems
  • Adaptive decision systems
  • Reinforcement and inverse reinforcement learning
  • Probabilistic machine learning
  • Data-driven process improvement in smart manufacturing systems
  • Decision modeling in consumer lending financial markets
  • Decision models for cybersecurity assessment

Research Work

Collaborator Organization