Dr. Subhayan De is an Assistant Professor in the Department of Mechanical Engineering at Northern Arizona University (NAU). He earned his Ph.D. in Civil Engineering in 2018 and M.S. in Electrical Engineering in 2016 from the University of Southern California (USC), supported by a Viterbi Ph.D. Fellowship and a Gammel Scholarship. At NAU, Dr. De leads a research lab dedicated to developing probabilistic, data-driven frameworks that leverage machine learning to efficiently create and validate models aimed at supporting the design of multi-scale, multi-functional structural systems and materials under uncertainty.