Computational Science & Engineering Doctoral Theses (CSE PhD & Dept-CSE PhD): Recent submissions
Now showing items 55-57 of 74
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Analyzing cities' complex socioeconomic networks using computational science and machine learning
(Massachusetts Institute of Technology, 2018)By 2050, it is expected that 66% of the world population will be living in cities. The urban growth explosion in recent decades has raised many questions concerning the evolutionary advantages of urbanism, with several ... -
Scaling Bayesian optimization for engineering design : lookahead approaches and multifidelity dimension reduction
(Massachusetts Institute of Technology, 2018)The objective functions and constraints that arise in engineering design problems are often non-convex, multi-modal and do not have closed-form expressions. Evaluation of these functions can be expensive, requiring a ... -
Development of the random ray method of neutral particle transport for high-fidelity nuclear reactor simulation
(Massachusetts Institute of Technology, 2018)A central goal in computational nuclear engineering is the high-fidelity simulation of a full nuclear reactor core by way of a general simulation method. General full core simulations can potentially reduce design and ...
