Polymers occupied nearly every facet of our daily lives, and enhancing their mechanical and fracture properties has long been an important topic in the field of polymer science. Based on the various need in applications, polymers are designed to have a range of characteristics such as tackiness, optical properties, mechanical...
The predominant, categorical system used to classify and diagnose psychiatric disorders suffers from several critical scientific limitations, including extensive comorbidity, unreliability, and disorder heterogeneity. As such, clinical psychological scientists are increasingly moving away from this traditional, categorical system, and toward empirically-based, dimensional, and transdiagnostic alternatives such as the Hierarchical Taxonomy...
In the Maximum-a-Posteriori (MAP) Inference problem, for any given probability distribution, the goal is to find the point in the support of that distribution with the highest probability. Potts models and Determinantal Point Processes (DPPs) are probabilistic models that were introduced in the context of statistical physics several decades ago....
Over the past four decades, the rate of incarceration for women has risen significantly. Black women are disproportionately represented among incarcerated women. Formerly incarcerated women and men face similar barriers upon release from incarceration, such as obtaining stable and gainful employment, securing safe and affordable housing, and reconnecting with children...
The extracellular matrix (ECM) is a masterwork of biology, and its development was a key part of the transformation from monocellular to multicellular life. With an ECM, cells acquired the ability to cooperatively build a dynamic support network that facilitated their movement, specialization, and communication. This ECM is a hierarchical...
Metaphor is an important and pervasive phenomenon in language and cognition. The vast majority of psycholinguistic research on metaphor has focused on noun metaphors (e.g., That surgeon is a butcher; That lawyer is a shark), while relatively little has investigated the processing of verb metaphors (e.g., The car limped down...
Since Infrared radiation was discovered in 1800s, the research and applications on the infrared regime have been continually developed. The infrared detectors are the key technology in these applications and have been successfully used for medical imaging, light detection and ranging (LiDAR), free-space optical communication, target tracking and object identification...
Parkinson’s disease (PD) is the second most common neurodegenerative disorder, causing devastating disabilities in both motor and non-motor domains following the degeneration of dopamine (DA) producing neurons of the substantia nigra pars compacta (SNc). Current treatments are highly limited in efficacy, and no established treatments currently exist to alter disease...
With the advancement of high-throughput sequencing technology, it has become much easier to extract gene expression data and to discover gene-disease associations more efficiently. Longitudinal gene expression data offer more insight into expression patterns for distinct patient groups compared to cross-sectional data. For instance, patients diagnosed with subclinical acute rejections...
This dissertation comprises three distinct essays in mechanism design and economic theory. The first chapter studies the welfare implications of consumer data ownership and voluntary disclosure. I formalize this setting within a model of mechanism design with evidence and construct the seller's optimal mechanism. Perhaps surprisingly, I find that allowing...