1. DEVELOPMENT OF AN ASSISTED HISTORY MATCHING AND UNCERTAINTY QUANTIFICATION TOOL BASED ON GAUSSIAN PROCESSES PROXY MODELS AND VARIOGRAM BASED SENSITIVITY ANALYSIS Open Access Author: Rana, Sachin Title: DEVELOPMENT OF AN ASSISTED HISTORY MATCHING AND UNCERTAINTY QUANTIFICATION TOOL BASED ON GAUSSIAN PROCESSES PROXY MODELS AND VARIOGRAM BASED SENSITIVITY ANALYSIS Graduate Program: Energy and Mineral Engineering Keywords: Assisted History MatchingGaussian ProcessesSensitivity AnalysisUncertainty QuantificationBayesian Optimization File: Download Sachin_PhD_Thesis.pdf Committee Members: Turgay Ertekin, Dissertation Advisor/Co-AdvisorTurgay Ertekin, Committee Chair/Co-ChairGregory R King, Committee MemberHamid Emami-Meybodi, Committee MemberJing Yang, Outside Member