1. Optimal design and operation of complex materials processing with application to microelectronics Open Access Author: Behrens, Christopher Michael Title: Optimal design and operation of complex materials processing with application to microelectronics Graduate Program: Chemical Engineering Keywords: multiscale methodsoptimizationcomplex materials processingcomputational efficiency File: Download Thesis_Final4.pdf Committee Members: Antonios Armaou, Thesis Advisor/Co-AdvisorAntonios Armaou, Thesis Advisor/Co-Advisor
2. Model-based Receding Horizon Control and Estimation for Nonlinear Systems via Carleman Approximation Open Access Author: Fang, Yizhou Title: Model-based Receding Horizon Control and Estimation for Nonlinear Systems via Carleman Approximation Graduate Program: Chemical Engineering Keywords: model predictive controlmoving horizon estimationnonlinear controlCarleman approximationcomputational efficiencyadvanced process controloptimization File: Download Final_Dissertation.pdf Committee Members: Antonios Armaou, Dissertation Advisor/Co-AdvisorAntonios Armaou, Committee Chair/Co-ChairRobert Martin Rioux Jr., Committee MemberXueyi Zhang, Committee MemberHosam Kadry Fathy, Outside Member
3. Towards computationally efficient reinforcement learning frameworks for the design of cyber-physical systems Open Access Author: Agrawal, Akash Title: Towards computationally efficient reinforcement learning frameworks for the design of cyber-physical systems Graduate Program: Engineering Design Keywords: computational efficiencyengineering designreinforcement learningdesign automationcyber-physical systems File: Download Thesis_Akash_Agrawal_7_8_2021.pdf Committee Members: Scarlett Miller, Program Head/ChairChris Mc Comb, Thesis Advisor/Co-AdvisorMatthew B Parkinson, Committee Member
