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
2. ARTIFICIAL NEURAL NETWORK BASED DESIGN PROTOCOL FOR WAG IMPLEMENTATION IN CO2 INJECTION USING FISHBONE WELLS IN LOW PERMEABILITY Oil RESERVOIRS Open Access Author: Enab, Khaled Ahmed Title: ARTIFICIAL NEURAL NETWORK BASED DESIGN PROTOCOL FOR WAG IMPLEMENTATION IN CO2 INJECTION USING FISHBONE WELLS IN LOW PERMEABILITY Oil RESERVOIRS Graduate Program: Energy and Mineral Engineering Keywords: Enhanced Oil RecoveryWAGCO2 InjectionUnconventional Oil ReservoirsTight Oil ReservoirsArtificial Neural NetworkMachine Learning File: Download Khaled_Enab_Dissertation.pdf Committee Members: Turgay Ertekin, Dissertation Advisor/Co-AdvisorTurgay Ertekin, Committee Chair/Co-ChairSanjay Srinivasan, Committee MemberGregory R King, Committee MemberSridhar Anandakrishnan, Outside Member
