Publications
“Machine Learning for Clutter Loss Prediction in Aggregate Interference Assessments” (2022) (with M. Farshchian, H. Zebrowitz, A. Rennier, A. Baker, and M. Bowman) 2022 International Symposium on Advanced Radio Technologies, ISART 2022 (paper)
“Energy Efficiency in General Equilibrium with Input-Output Linkages” (2021) (with Juan Moreno-Cruz) Journal of Environmental Economics and Management (paper)
“Do Pilot and Demonstration Projects Work? Evidence from a Green Building Program” (2020) (with M. Flowers, D. Matisoff, and J. Moreno-Cruz) Journal of Policy Analysis and Management (paper)
“Coupling Data Science with Community Crowdsourcing for Urban Renewal Analysis: an Evaluation of Atlanta’s Anti-displacement Tax Fund” (2018) (with J. Aurebach, H. Barton, A. Meng, and E. Zegura) Environment and Planning B: Urban Analytics and City Science (paper)
“Peak Shifting and Cross-class Subsidization: The Impacts of Solar PV on Changes in Electricity Costs” (2017) (with E. Johnson, R. Beppler, B. Staver, M. Brown, and D. Matisoff) Energy Policy (paper)
“Toward Deep De-carbonization: An Energy-Service System Framework” (2017) (with A. Harding and J. Moreno-Cruz) Current Renewable/Sustainable Energy Reports (paper)
Work in Progress
“Unsupervised Learning of Classroom Discourse Structure using Dynamic Variational Autoencoders” (with Veronica Carlan)
“Unsupervised Job Taxonomy Construction using RNN Autoencoders”
Perpetual Working Papers
“Work Environment and Industrial Composition Determine the Epidemiological Responses in a Multi-Group SIR Model” (2020) (with Juan Moreno-Cruz) BEA Working Paper Series (latest version)