Large scale adoption of sustainable technologies for energy productionand storage can be greatly facilitated by scientific advances impacting efficiency, cost and availability. The study of materials is instrumental in both upgrading the performance of existing technologies and enabling the development of new ones, and ab-initio methods and machine learning represent...
Chronic stress is a significant risk factor for the development of numerous psychiatric disorders, including major depressive disorder (MDD). Individuals with MDD exhibit impairments in reward processing and decreased motivation to engage in previously-rewarding activities. Importantly, there is a large sex disparity in MDD diagnosis, such that it affects nearly...
The rise in children’s media use (Rideout & Robb, 2020) and the prioritization of STEM learning (Fayer et al., 2017) has led to the development of new STEM-related apps, TV shows, and other media for young children. One topic in this area gaining popularity is computational thinking (CT). Researchers refer...
A proliferation of new media platforms have upended the traditional roles that journalists have played in society, placing their work into content streams that are populated by creators who mimic the surface features of their work but not their methods. As a result, journalists’ practices and news media that they...
In this dissertation, we aim to develop a theoretical understanding of foundation models and reinforcement learning. We delve into a comprehensive analysis of specific aspects within these domains. The focal points of our study are as follows: • Generative Adversarial Imitation Learning (GAIL) with Neural Networks: GAIL is poised to...
Rivers and streams play a critical role in connecting major global carbon pools – land, oceans, and atmosphere. The longitudinal flow in rivers and streams allows for the integration and transport of fluvial particulate organic carbon (POC) from various sources and its continual transformation. A continuum-oriented perspective suggests longitudinal variations...
Kaposi’ sarcoma-associated herpesvirus (KSHV) causes primary effusion lymphoma (PEL). PEL cell lines require expression of the cellular FLICE inhibitory protein (cFLIP) for survival, although KSHV encodes a viral homolog of this protein (vFLIP). Cellular and viral FLIP proteins have several functions, including, most importantly, the inhibition of pro-apoptotic caspase 8...
The relationship between the structure and function of proteins is a fundamental problem in biology with implications for the future of biotechnology and global health. For example, changes to the structure of a coronavirus spike protein led to a global pandemic where our best defenses were vaccines that could only...
Scholarly inquiry has yielded a wealth of evidence in support of narrative-based strategies for persuasion, and yet support for this approach is less consistent in relation to contentious or controversial issues. To better understand why this might be the case, the first part of this dissertation reports a theoretically-guided content...
Prisoner reentry has become an increasingly popular topic of research in the past few decades due to the phenomenon of mass return as a result of the era of mass incarceration. While research has been done on the experiences of the returning population before mass incarceration, few contemporary researchers have...