The 12th Annual Engineering Graduate Symposium (EGS 2017) will be held on Friday, November 10, 2017. EGS is a University of Michigan College of Engineering initiative to recognize and award our graduate students for their research. It is an exciting technical and social gathering on North Campus of current graduate and undergraduate students, faculty, entrepreneurs, and industrial sponsors from different engineering disciplines.