She received her BS and MS in Materials Science and Engineering at Stanford University. In 2007 she received her PhD in Mechanical Engineering at Cornell University. Dr. Donnelly was awarded an NIH Ruth L. Kirchstein National Research Service Award for her postdoctoral fellowship to study the effects of bone tissue mineral and matrix properties on fracture incidence at the Hospital for Special Surgery.