Overview
Personal Profile
Andy Berres specializes in geospatial data workflows and data fusion, which they do anywhere from supercomputers and cloud computing to web-based decision support platforms, real-time sensing, and microcontrollers. With their background in computing, Berres has supported a diverse portfolio of projects with data analysis, real-time system monitoring, fault detection, behavioral modeling, and systems integration. Berres is passionate about domain-driven problem-solving and they have applied their skills to projects in a wide range of topics from traffic operations, traffic safety problems, and building energy to ocean models, population dynamics, energy resilience, balance of plant planning, and the energy-water nexus.
Research Interests
Geospatial data science
Energy resilience
Systems integration
Population dynamics
Energy use
Visualization
Professional Experience
Researcher, Oak Ridge National Laboratory (2019-2023)
PostDoc, Oak Ridge National Laboratory (2017-2019)
PostDoc, Los Alamos National Laboratory (2015-2017)
Education/Academic Qualification
PhD, Computer Science, University of Kaiserslautern-Landau in Rhineland-Palatinate, Germany
Master, Computer Science, University of Kaiserslautern-Landau in Rhineland-Palatinate, Germany
Bachelor, Computer Science, University of Kaiserslautern-Landau in Rhineland-Palatinate, Germany
Fingerprint
- 1 Similar Profiles
Collaborations and Top Research Areas From the Past 5 Years
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Cost Analysis of Heavy-Duty Vehicle Proton Exchange Membrane Fuel Cell Stationary Power Plants
Reznicek, E., Berres, A., Li, Y., Ramasamy, V., Penev, M., Chung, M. & Baldwin, S., 2026, 66 p.Research output: NLR › Technical Report
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Legacy Devices and Interoperability: Developing a Scientific Strategy for Inclusion and Representation of Older Devices
Berres, A., Myers, A., Langner, R., Wang, Q., Maguire, J., Prabakar, K. & Sanyal, J., 2026, 28 p.Research output: NLR › Technical Report
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Connected Traffic Signal Coordination Optimization Framework through Network-Wide Adaptive Linear Quadratic Regulator-Based Control Strategy
Park, J., Liu, T., Wang, C., Berres, A., Severino, J., Ugirumurera, J., Kohls, A., Wang, H., Sanyal, J. & Jiang, Z.-P., 2025, In: Journal of Transportation Engineering Part A: Systems. 151, 2, 15 p.Research output: Contribution to journal › Article › peer-review
2 Scopus Citations -
A Mobile Edge Computing Framework for Traffic Optimization At Urban Intersections Through Cyber-Physical Integration
Xu, H., Yuan, J., Berres, A., Shao, Y., Wang, C., Li, W., LaClair, T., Sanyal, J. & Wang, H., 2024, In: IEEE Transactions on Intelligent Vehicles. 9, 1, p. 1131-1145 15 p.Research output: Contribution to journal › Article › peer-review
8 Scopus Citations -
A Picture is Worth a Thousand Data Points: Introduction to Visualization
Berres, A., 2024, 42 p.Research output: NLR › Presentation
Activities
- 2 Membership of committee
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IBPSA-USA Research Committee (External organization)
Berres, A. (Chair)
0001Activity: Membership › Membership of committee
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IBPSA-USA SimBuild Scientific Committee (External organization)
Berres, A. (Chair)
2026Activity: Membership › Membership of committee