David began work on what would become SUGAR towards the end of his Ph.D. at Carnegie Mellon University. He developed the original prototype power flow solver based on equivalent circuit models and was the lead author on the group's first publication on this work. Before starting Pearl Street he worked at Aurora Solar for two years, developing cloud simulation software for solar energy production modeling.
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