1. Data-driven Condition Evaluation of Transportation Systems Open Access Author: Sengupta, Agnimitra Title: Data-driven Condition Evaluation of Transportation Systems Graduate Program: Civil Engineering (PHD) Keywords: nondestructive evaluationimpact echomachine learninginfrastructure systemstraffic predictionuncertaintytraffic dynamicsdeep learning File: Download PSU_PhD_Agni.pdf Committee Members: Patrick Fox, Program Head/ChairS. Ilgin Guler, Chair & Dissertation AdvisorParisa Shokouhi, Outside Field MemberMehrdad Mahdavi, Outside Unit MemberSudeepta Mondal, Special MemberVikash Gayah, Major Field Member