1. Data-Driven Strategies for Engineering Design and Diagnostics Open Access Author: Dharmadhikari, Susheel Title: Data-Driven Strategies for Engineering Design and Diagnostics Graduate Program: Mechanical Engineering (PHD) Keywords: Fatigue Damage DetectionMachine LearningSurrogate ModelingPin Fin Optimization File: Download Dissertation_Susheel_Dharmadhikari.pdf Committee Members: Amrita Basak, Chair & Dissertation AdvisorChristopher Kube, Outside Unit & Field MemberEric Marsh, Major Field MemberAsok Ray, Major Field MemberRobert Kunz, Professor in Charge/Director of Graduate Studies