1. Hierarchical Symbolic Perception in Dynamic Data Driven Application Systems Open Access Author: Sarkar, Soumalya Title: Hierarchical Symbolic Perception in Dynamic Data Driven Application Systems Graduate Program: Mechanical Engineering Keywords: Symbolic DynamicsData DrivenHierarchical approachMulti-scale analysisCombustion InstabilityFault detection File: Download Dissertation_Soumalya_Sarkar_final.pdf Committee Members: Asok Ray, Dissertation Advisor/Co-AdvisorChristopher Rahn, Committee MemberDaniel Connell Haworth, Committee MemberShashi Phoha, Committee MemberThomas Wettergren, Committee MemberKaren Ann Thole, Committee Member