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
2. Evaluating the Reliability of Automatically Generated Pedestrian and Bicycle Crash Surrogates Open Access Author: Sengupta, Agnimitra Title: Evaluating the Reliability of Automatically Generated Pedestrian and Bicycle Crash Surrogates Graduate Program: Civil Engineering (MS) Keywords: traffic safetytransportation engineeringvulnerable road userpedestrian safetybicycle safetymachine learningstatistical modelingimbalanced datasurrogate safety measurestraffic conflict analysisBayesian optimization File: Download PSU_MS_Agnimitra_Sengupta.pdf Committee Members: S. Ilgin Guler, Thesis Advisor/Co-AdvisorVikash V. Gayah, Committee MemberPatrick Fox, Program Head/ChairXianbiao Hu, Committee Member