Informing Decarbonization through Machine Learning (ML): A Geospatial ML Pipeline for Estimating Heating Loads
Vidisha Chowdhury1, Shamsi Soltani2, Philippe Schicker1, Madelyn Gaumer3, Nicholas Bolten4 and Erin Trochim5, (1)Heinz College of Information Systems and Public Policy, Carnegie Mellon University, Pittsburgh, United States, (2)Department of Epidemiology & Population Health, Stanford University School of Medicine, Stanford, CA, United States, (3)Department of Applied Mathematics, University of Washington, Seattle, United States, (4)Paul G. Allen School of Computer Science and Engineering, University of Washington, Seattle, United States, (5)University of Alaska Fairbanks, Fairbanks, AK, United States
