UROP Proceedings 2021-22

* Abstracts from each School are listed rst by alphabetical order of the Department code, and then by Advisor’s surname. Message from the President i Sharing by Students ii-iii UROP Overview 2021-22 iv Mr. Armin &Mrs. Lillian Kitchell UG Research Awardees 2022 v-vi UROP Sponsorship Recipients 2021-22 vii Abstracts of UROP Projects – 2021-22* School of Science (CHEM, LIFS, MATH, OCES, PHYS) 2-68 School of Engineering (CBE, CIVL, CSE, ECE, IEDA, ISD, MAE) 70-163 School of Business and Management (ACCT, ECON, FINA, ISOM, MARK, MGMT) 166-197 School of Humanities and Social Science (HUMA, SOSC) 200-214 Interdisciplinary Programs Office (EMIA, ENVR, PPOL) 216-228 Institutes and Centers (IEMS) 230 Table of Contents