Andy Berres
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  • Featured Publications
    • Connected Traffic Signal Coordination Optimization Framework through Network-Wide Adaptive Linear Quadratic Regulator–Based Control Strategy
    • Evaluating the Impact of Power Outages on Occupancy Patterns During the 2021 Texas Power Crisis
    • Extreme Weather and the Power Grid: A Case Study of Winter Storm Uri
    • A traffic accident dataset for Chattanooga, Tennessee
    • Model America: Data and Models for every U.S. Building
    • Spatiotemporal features of traffic help reduce automatic accident detection time
    • Semi-Automatic Geographic Information System Framework for Creating Photo-Realistic Digital Twin Cities to Support Autonomous Driving Research
    • A Mobile Edge Computing Framework for Traffic Optimization at Urban Intersections Through Cyber-Physical Integration
    • Toward a Smart Metaverse City: Immersive Realism and 3D Visualization of Digital Twin Cities
    • Smart Mobility in the Cloud: Enabling Real-Time Situational Awareness and Cyber-Physical Control Through a Digital Twin for Traffic
    • A Mobile App for Intersectional Traffic Optimization through Real-Time Vehicle-to-Infrastructure (V2I) Communication and Cyber-Physical Control
    • Computer Vision-Enabled Smart Traffic Monitoring for Sustainable Transportation Management
    • A Data-Driven Approach to Nation-Scale Building Energy Modeling
    • EPIsembleVis: A geo-visual analysis and comparison of the prediction ensembles of multiple COVID-19 models
    • Distribution of potential savings from urban-scale energy modeling of a utility
    • Generating traffic-based building occupancy schedules in Chattanooga, Tennessee from a grid of traffic sensors
    • Continuous Emulation and Multiscale Visualization of Traffic Flow Using Stationary Roadside Sensor Data
    • Explorative Visualization for Traffic Safety using Adaptive Study Areas
    • Multiscale and Multivariate Transportation System Visualization for Shopping District Traffic and Regional Traffic
    • COVID-19 Joint Pandemic Modeling and Analysis Platform
    • A Mobility-Driven Approach to Modeling Building Energy
    • Regional-scale Spatio-Temporal Analysis of Impacts of Weather on Traffic Speed in Chicago using Probe Data
    • Performance analysis and optimization for scalable deployment of deep learning models for country-scale settlement mapping on Titan supercomputer
    • An Evaluation of the Ocean and Sea Ice Climate of E3SM Using MPAS and Interannual CORE-II Forcing
    • Ramifications of Evolving Misbehaving Convolutional Neural Network Kernel and Batch Sizes
    • ETK: an evaluation toolkit for visualization user studies
    • Video Compression for Ocean Simulation Image Databases
    • Adaptive Particle Relaxation for Time Surfaces
    • Dynamic Scheduling for Progressive Large-Scale Visualization
    • Deformations Preserving Gauß Curvature
    • Tractography in Context: Multimodal Visualization of Probabilistic Tractograms in Anatomical Context
  • Projects
    • Climate-Related Projects
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    • Human Dimensions of Energy Systems
    • Real-Time Connected Autonomous Vehicle (CAV) Control for Ecodriving
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Campus Digital Twin

Nov 15, 2023 · 1 min read

Selected Publications:

  • Computer Vision Based Traffic Monitoring
  • Virtual Reality Digital Twins of Smart Cities
Last updated on Nov 15, 2023
Data Science Transportation Real-Time Systems and Control Machine Learning
Andreas Berres
Authors
Andreas Berres (they/he)
Research Engineer
← Real-Time Connected Autonomous Vehicle (CAV) Control for Ecodriving Dec 31, 2024
Hydrogen Fuel Cell Projects Nov 15, 2023 →

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