1. Expanding the Range of Hydropower Schedules to Maximize Nuclear and Hydro Generation: Machine Learning Techniques for Practical Sensitivity Analysis Open Access Author: Barber, Nathan Title: Expanding the Range of Hydropower Schedules to Maximize Nuclear and Hydro Generation: Machine Learning Techniques for Practical Sensitivity Analysis Graduate Program: Civil Engineering (MS) Keywords: hydropowernuclearsensitivity analysisensemblesmachine learningclusteringhydrodynamic modelANOVA File: Download Barber_Thesis_Final.pdf Committee Members: Alfonso Ignacio Mejia, Thesis Advisor/Co-AdvisorSteven J Greybush, Committee MemberFarshad Rajabipour, Program Head/ChairXiaofeng Liu, Committee 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