1. Performance and Parsimony in Training Deep Neural Networks Open Access Author: Aguasvivas Manzano, Sarah Title: Performance and Parsimony in Training Deep Neural Networks Graduate Program: Aerospace Engineering Keywords: neural networksmodel parsimonyMLPSimulated Annealing File: Download Sarah_Aguasvivas_Manzano__3_.pdf Committee Members: Lyle N. Long, Thesis Advisor/Co-Advisor
2. INTEGRATION OF NUMERICAL AND MACHINE LEARNING PROTOCOLS FOR COUPLED RESERVOIR-WELLBORE MODELS: A STUDY FOR GAS LIFT OPTIMIZATION Open Access Author: Putcha, Venkataramana B Title: INTEGRATION OF NUMERICAL AND MACHINE LEARNING PROTOCOLS FOR COUPLED RESERVOIR-WELLBORE MODELS: A STUDY FOR GAS LIFT OPTIMIZATION Graduate Program: Energy and Mineral Engineering Keywords: numerical simulationmachine learninggas liftneural networkspetroleumproductionoptimization File: Download Venkat_Dissertation_Final.pdf Committee Members: Turgay Ertekin, Dissertation Advisor/Co-AdvisorTurgay Ertekin, Committee Chair/Co-ChairEugene C Morgan, Committee MemberKamesh Madduri, Committee MemberSridhar Anandakrishnan, Outside Member
