Ines Azevedo, Stanford University, Stanford, CA, United States, Brian Sergi, NREL, Colorado, DC, United States, Peter J Adams, Carnegie Mellon Univ, Pittsburgh, PA, United States, Allen L Robinson, Carnegie Mellon University, Pittsburgh, PA, United States, Steven J Davis, University of California Irvine, Earth System Science, Irvine, CA, United States and Julian D Marshall, University of Washington Seattle Campus, Civil and Environmental Engineering, Seattle, WA, United States