Hana Erkou, left, and Elizabeth Wei, seniors in the School for Science and Math at Vanderbilt, pose with certificates celebrating the semifinalist recognition they received for their research in this year’s Siemens National Science Competition. Erkou attends Nashville School of the Arts and Wei attends Hume-Fogg Academic Magnet School.