Human Behavior
Why should we study human behavior? Picture this. It’s an average day. You wake up, brush your teeth, make coffee, and get ready for work. If you have a kid, you get them ready to …
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Human Dimensions of Energy Systems
Leadership Co-led a team of 5 researchers for 1.5 years of the project. Mentored a postdoctoral researcher and guided development of interactive visualization tools for the …
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1 min read
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A Data-Driven Approach to Nation-Scale Building Energy Modeling
High-level workflow for large-scale building simulation with AutoBEM: The bottom part of the workflow represents the overall workflow while the top portion provides more detail …
Distribution of potential savings from urban-scale energy modeling of a utility
Comparison of annual electricity savings for different vintages (color) and energy conservation measures.
Brett Bass
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1 min read
A Mobility-Driven Approach to Modeling Building Energy
Left: The traffic simulation area (yellow) within the Chicago area (red). Middle: Simulated buildings in the Chicago Loop (blue). Right: 3D rendering of buildings in the Chicago …
Regional-scale Spatio-Temporal Analysis of Impacts of Weather on Traffic Speed in Chicago using Probe Data
Codes plot after Self-Organizing Maps classification with fan plots in a node representing magnitude of weather attributes (a), and 5 different weather clusters (b).
Kuldeep Kurte
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1 min read
Performance analysis and optimization for scalable deployment of deep learning models for country-scale settlement mapping on Titan supercomputer
Meanshift clustering based Image workload partitioning. Different clusters are represented by different colors. Images belongs to a cluster will be assigned to an independent job. …
Kuldeep Kurte
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1 min read
An Evaluation of the Ocean and Sea Ice Climate of E3SM Using MPAS and Interannual CORE-II Forcing
Meridional heat transport (MHT) as a function of latitude for two resolutions, compared to mean reanalysis climatology from NCEP and ECMWF (Trenberth & Caron, 2001), for the globe …
Mark R. Petersen
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1 min read
Ramifications of Evolving Misbehaving Convolutional Neural Network Kernel and Batch Sizes
Building footprint detection. This depicts detected building footprints, highlighted in purple, by applying a CNN model to satellite imagery.
Mark Coletti
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1 min read