Selecting the best material to deliver optimum performance in real-world applications is one of the most significant challenges in engineering. Hundreds of thousands of computationally-predicted, but experimentally unexplored materials exist today in the public inorganic material databases as candidates for consideration. This thesis discusses three projects in the domain of...
This research questions how institutional logics shape and change through the event sequencing of institutional reforms. Literature reviewed on sequences of social events underspecifies the enchainment of events, i.e., the set of social processes that both links events and also renders the sequence meaningful beyond summing its individual events. My...
Public-facing data-driven technologies such as social media platforms and search engines rely on data producers, such as users and crowd workers, to be feasible and financially sustainable. Recently, it became clear that the goals of these data-driven technologies do not always align with those of the public, causing public backlashes...
Over the last decade, a rising trend of corporations publicly acting on social and political issues has come to the fore. The issues and methods have both varied widely—from immigration to abortion, and from advertisements to boycotts. This introduces an interesting puzzle in the realm of strategy research: Where does...
While there is high demand for university computer science (CS) courses, students often struggle when learning to program. Prior work has identified that student perceptions of their programming ability may contribute to these challenges. For example, studies show that students often perceive that they do not belong, are not capable...
This multi-study dissertation explored technology and creativity within three different technology-rich creative musical spaces. Through the use of three contrasting empirical methods (qualitative content analysis, intrinsic case study, and phenomenology), I explored the complex ways technology and musical creativity are linked. In the first study, I completed a content analysis...
In this document, I demonstrate that: 1) Linear basis functions cannot outperform nonlinear ones to represent hand kinematics 2) Nonlinear autoencoders outperform PCA on the dimensionality reduction of hand kinematics, 3) Nonlinear autoencoders outperform PCA in human gait representation and recurrent nonlinear autoencoders can seamlessly express the temporal dynamics, 4)...
This dissertation assesses the relationship between inequality and the longevity of urban communities. It does so through an examination of low-status households, a population segment I term Urban Commoners, at the ancient Maya city of Aventura, Belize. Aventura was a socioeconomically diverse urban center that grew to its peak in...
ABSTRACTFor several decades, dams have played an essential role in human development. In many low-and middle-income countries (LMICs), the construction of dams remains an integral part of industrialization and modernization. However, dam construction and associated infrastructure have significantly contributed to socioecological destruction and population displacement. For example, the construction of...
This dissertation models and simulates optimization problems to find the optimal set of strategies to allocate network space (lanes or zones) to autonomous vehicles (AVs) in partially automated dynamic networks. This dissertation aims to develop a set of methods to determine the appropriate AV managed space strategies. Managed space strategies...