This dissertation present a Compound Poisson Mixture Regression model of the distribution of transaction frequency and monetary value, and apply it to study donations at a private university in the Midwestern United States. The model captures the joint effect of covariates, recognizing that both response variables emanate from one statistical...
The problem of theological normativity concerns the conflict between the purported eternal, universal, and ahistorical nature of Christian theological and ethical claims and the fact that such claims are always articulated in a particular time and place and, therefore, seem to bear the marks of cultural and historical contingency. My...
In a political climate where it is assumed that there are no alternatives to capitalism, architectural design and design-based activism are often heralded as providing solutions to capitalism’s negative effects. This dissertation is concerned with how contemporary architectural design naturalizes the organization of racial capitalist labor as it purports to...
Inter-organelle contact sites have become increasingly appreciated as important regulators of cellular homeostasis, and disruption of inter-organelle contact site dynamics and function has been observed in various pathologies. Recently, inter-organelle contact sites between mitochondria and lysosomes were discovered, offering a new mechanism by which these two organelles may directly interact,...
Abstract The overall purpose of this paper is to reconsider the narrative usage and function of a literary phenomenon like ‘opposition/tension/contradiction.’ Throughout my analysis of Alain-Robbe Grillet’s La jalousie, Chloé Delaume’s J’habite dans la television and Jean Genet’s Le Balcon I was focused on investigating the use of this phenomenon...
In this dissertation, I cover three different topics in macroeconomics. In Chapter 1, I explore the macroeconomic implications of an increase in business competition and its micro transmission channels. In Chapter 2, I document a rise in savings and cash holdings by non-financial corporations across advanced economies and show that...
Store-operated Ca2+ entry through Orai1 channels mediate transcriptional, proliferative, and effector cell programs in many cells and are activated through a unique inside-out mechanism involving binding of the endoplasmic reticulum Ca2+ sensor, STIM1, to cytoplasmic sites on Orai1. Mutations in Orai1 that block channel activation or evoke constitutive channel activity...
This thesis studies Bayesian-robustness of algorithm design. The main perspective requires for a single fixed algorithm that its performance is an approximation of the optimal performance when its inputs are independent and identical draws (i.i.d.) from every unknown distribution which is an element of a known, large class of distributions....
Optical interferometers and resonators are commonly used for precision measurement. These devices can accurately measure the phase shifts of light induced by small changes in the optical path in the device. To meet the need for ultra-sensitive measurement, researchers have developed various approaches to build better and more sensitive devices....
Judiciary at the Crossroads argues that a professional judiciary was able to restrain power, and thus lay the foundation for an independent judiciary and possible the rule of law later. Historical evidence comes from the performance of courts in property ordering projects launched by the governments in Taiwan and Manchuria...
Supported transition metal oxides are an important class of catalysts with a wide range of industrially relevant applications. However, commonly used synthesis techniques to prepare these catalysts often result in a complex mixture of surface species. This inhomogeneity makes it difficult to understand what specific structures might be responsible for...
Atrial fibrillation (AF) is the most common cardiac arrhythmia, and associated with increased risk for ischemic stroke and mortality. While the risk of stroke has been shown to be reduced with the use of oral anticoagulants like Warfarin, these medications are predictably linked with an increased risk of bleeding, and...
Pathogenic bacteria scavenge essential nutrients including metals, amino acids and peptides to survive within the hostile host environment. Bacteria utilize ATP-binding cassette (ABC) transporters, powered by the energy of ATP hydrolysis, to move substrates across cellular membranes. The substrate-binding protein (SBP) shuttles substrate in the periplasm and directs the substrate...
Providing quality transit service to travelers is a constant challenge for transit agencies. The advent of fully-autonomous vehicles (AVs) and their inclusion in mobility service fleets may allow transit agencies to offer better service or reduce their own capital and operational costs. This study focuses on the problem of allocating...
This dissertation is a collection of three studies on topics in economic history and labor economics, in Italy and the United States. The chapters are ordered chronologically, based on the period of interest. In the first chapter, I investigate the causes and consequences of public spending on primary education in...
Over the last several decades, market-driven needs created a vast assortment of products with micron-sized features. To achieve the necessary levels of precision and accuracy, a synergistic approach was undertaken, where both material addition and subtraction was employed in the creation of the desired parts. However, currently employed micromanufacturing processes...
Sound is one of the most important mediums to understand the environment around us. Identifying a sound event in prerecorded audio (such as a police siren, a dog bark, or a creaking door in soundscapes) leads to a better understanding of the context where the sound events occurred. To do...
This dissertation investigates a number of models and algorithms in the context of optimization under uncertainty. The focus is on risk-averse optimization, where risk aversion is modeled via stochastic dominance, utility theory, and distributionally robust optimization. We first investigate an investment model with fixed contribution rates, optimize asset-allocation decisions in...
Flowing granular mixtures with species differing in some property, such as size, shape or density of the grains, tend to segregate (de-mix) during flow. Since flowing granular materials are common in industry, and since segregation is often unwanted and costly, understanding and mitigating segregation is an important concern in industrial...
Optimization via simulation (OvS) is the practice of minimizing or maximizing the expected value of the output of a stochastic simulation model with respect to controllable decision variables. Stochastic simulation is a standard tool within operations research and is often required to model complex systems subject to uncertainty where it...
They Left Us Dead: Anti-Black Violence, Black Evidence, and The Insistence of Black Life examines the mercurial, though seemingly fixed, notion of evidence as it is brought into relation with anti-blackness, Black death and, ultimately, Black life. They Left Us Dead queries how and why certain forms of documentation and...
This dissertation contains two studies. In Chapter 1 we investigate the relationshipbetween expansionary credit events and firms’ employment decisions. To overcome the
endogeneity coming from the supply side of credit we exploit the legal and political framework
in Mexico to examine the effects of local governments’ prepayment of loans, a...
Supported vanadium oxide materials have been extensively studied for alkane oxidative dehydrogenation (ODH) reactions due to their high activity and selectivity. The catalytic activity of supported VOx materials is influenced by the surface coverage of VOx sites and hence the distribution of V=O, V-O-V, and V-O-S (S, support) bonds. The...
This dissertation consists of three papers on methods for meta-analysis with few studies. These papers are concerned with proper inference from meta-analysis models that combine data from a small number of studies using fixed and random-effects models. Chapter 1 provides an introduction to meta-analysis, the motivation for this work and...
Active lateral force feedback is essential for haptic applications in which forces on the fingertip is perpendicular to or in the same direction of finger movement, such as virtual shape rendering and button click rendering. In this thesis, I first present a novel device, the UltraShiver, that can provide large...
The epidemic of obesity and associated metabolic diseases have led to increased scrutiny of adipose tissue and its primary cell type, the adipocyte. However, studies show that regional adipose tissue distribution rather than obesity per se is a major determinant of metabolic disease risk. Despite having an obese body mass...
How well do Probabilistic Seismic Hazard Analysis (PSHA) maps forecast ground shaking due to earthquakes? This question is central to ensuring the safety, security, and economic well-being of citizens. PSHA maps are an important product for users including seismologists, engineers, insurers, and policymakers. PSHA, which has been used worldwide for...
This dissertation studies three aspects of health insurance market regulation and design. Chapter 1 (which is joint work with Steve Cicala and Ethan Leiber) studies a regulatory mechanism used to constrain insurer market power. The mechanism targets health insurers' Medical Loss Ratio, which is the share of premiums spent on...
Herpes simplex virus (HSV) is a ubiquitous human pathogen capable of causing debilitating diseases such as herpes stromal keratitis (HSK) and herpes simplex encephalitis (HSE). Although HSV infection initiates disease pathogenesis, the resulting clinical manifestations are attributed to immunopathological events that occur following viral clearance. To elucidate the molecular mechanisms...
This dissertation addresses questions in the fields of household finance and corporate finance. In Chapter 1, I use a quasi-experiment in Norway to examine how households respond to capital taxation. The introduction of a new wealth assessment methodology in 2010 led to geographic discontinuities in household exposure to wealth taxes,...
The interaction of amyloid-β (Aβ) with endogenous metal ions is thought to play a role in the pathogenesis of Alzheimer’s disease (AD). However, limited tools exist to study and modulate Aβ-metal binding. The Meade lab has developed cobalt(III) Schiff base (Co(III)-sb) complexes as protein inhibitors that competitively displace metals from...
In recent decades, mass loss from glaciers and ice caps (GICs) worldwide has accelerated, contributing significantly to the observed sea–level rise. Their continued melt is also expected to alter local hydrological systems, affecting freshwater availability and quality. Despite these problematic impacts, little is known about GIC variations prior to the...
Increasingly high global energy consumption demands effective approaches to high energy efficiency and, at the same time, paths to reduced release of carbon dioxide, a primary greenhouse gas behind global climate change. Friction reduction is a vital aspect towards making energy systems more efficient and one of the most crucial...
The investigation of ceria-related materials has a long history since 1920s. The first publication on web of science traces back to 1928. Ever since that, more studies come out and surge starting from 1987. This material has attracted extensive attention due to its wide applications in electrochemical devices, catalysis, and...
When attached to another species (e.g. a nanoparticle), the sequence specificity of DNA can be repurposed to program interactions between such entities and to direct their formation into ordered structures. The research presented in this thesis aims to push the boundaries of structures that can be made via this approach....
Coiled-coil helix coiled-coil helix domain containing 10 (CHCHD10) is a nuclear gene that encodes for a mitochondria-enriched protein of unknown function. This type of protein is typically imported into mitochondria via the disulfide relay system which facilitates the formation of disulfide bridges between each coiled-coil helix, resulting in maintenance of...
This research especially helps for the design of concrete structures which has to last at least for 100 years such as bridges. The research aims to give a better prediction of long-term deformations of concrete and improve the structure design based on these predictions. The accurate prediction helps in capturing...
Additive manufacturing is a promising process that has the capability to build components with complex geometries for structural and biomedical applications. Due to the rapid and localized directional solidification of molten metallic alloys, unique phase transformations occur at the melt pool that can provide for components with greater strength and...
Valence-to-core (vtc) x-ray emission spectra (XES) provides direct information on occupied valence orbitals and is sensitive to chemical environment. Combining with element specificity and high penetration of hard x-rays, it is emerging as an information-rich technique and its applications have been demonstrated in research fields, such as catalysis and metalloenzymes....
Epigenetics is the study of chromatin-based events that regulate gene expression without the change of DNA sequence, including DNA methylation, histone modification and chromatin remodeling. Epigenetic regulators are encoded to modify chromatin in a highly regulated and dynamic manner. A growing number of studies have suggested the dysregulation of epigenetic...
“Repurposing Queens: Excavating a Black Feminist Eco-ethic in a Time of Ecological Peril,” articulates how Black feminist theories of race, gender, and science critique both conservative and liberal trends in environmentalism and environmental studies. The project is transnational in scope in that it analyzes figures/objects from the United States and...
The fact that informational asymmetries impose a significant barrier in path of smooth functioning of markets has been well known in Economics since the 1970s. Communication and information exchange allow to mitigate these barriers to a certain extent. The existing Economic literature allows to get a good grasp of static...
This dissertation, titled “Empire of Ruins: France in Roman Africa, 1830-1900,” explores the relationship between French colonialism in Algeria and Tunisia and the study of Roman Africa in the nineteenth century. Its central argument is that the French study and use of Roman ruins produced a version of Roman history...
Polyolefins are the most versatile and widely used polymers worldwide. Depending on the polymer microstructure, polyolefins can exhibit a wide range of useful and tailored properties and applications. Metal-catalyzed coordinative olefin polymerization plays a center role in advancing polyolefin synthesis. This dissertation explores two strategies to modulate the polymer microstructures...
This thesis provides an introduction to decay rates for the damped wave equation on compact manifolds. It also gives a proof of a sharp decay rate for solutions to the damped wave equation on the torus with damping of a particular polynomial form. Finally it gives a proof of a...
In this thesis I focus on two topics: planet-disk interaction and solar convection. These two seemingly separate topics are connected via a similar separation of timescales. Planets excite spiral waves in their disks on fast timescales compared to the time for the disk to viscously adjust to the angular momentum...
Heterogeneous catalysts based on metal oxides are of significant interest for many industrial chemical reactions. These catalysts, however, often suffer from ill-defined structures that preclude better understanding of the surface phenomena. Thus, structurally well-defined catalysts have received growing attention by making it feasible to understand the kinetics and reaction mechanisms....
This thesis presents methods to improve the manipulation capabilities of robots. People and animals can effectively handle objects of many shapes, sizes, weights, and materials using a variety of manipulation primitives such as grasping, pushing, sliding, tipping, rolling, and throwing. In contrast, most robots manipulate objects by pick-and-place. Restricting robots...
Social comparison is a ubiquitous part of social life. People compare themselves to others to establish and maintain a sense of social hierarchy and structure, to develop and sustain interpersonal relationships, and even to help understand themselves. In this dissertation, I focus on how the referent of social comparison –...
How we remember, narrate and teach the past is an inherently political and ethical act. This is especially true when teaching about race and racism within the context of United States history. In this dissertation, I ask: how do young people narrate the durability of racial inequality in the United...
This study examines how Latino migration politics developed in Chicago from the 1930s to the 1970s. Although scholars usually identify the emergence of Latino immigration activism in the 1960s and predominantly in the region of the Southwest with the farm workers movement, this study argues that immigration activism began much...
Despite its demonstrated effectiveness, exposure therapy – repeatedly approaching a fear/anxiety trigger – is not widely used in the treatment of anxiety disorders. This may be due to its image as an aversive (and even harmful) approach to treatment and its reduced rates of compliance among patients. However, if exposure...
The product of hexokinase (HK) enzymes, glucose-6-phosphate, can be metabolized through glycolysis or directed to alternative pathways, such as the pentose phosphate pathway (PPP) to generate anabolic intermediates. HK1 contains an N-terminal domain that permits mitochondrial binding, but its physiologic significance remains unclear. We generated mice lacking the HK1 mitochondrial-binding...
Recent encouraging advances in computer vision and natural language understanding shed light on a very interesting yet challenging task: asking and answering questions about a given image (VQA). The study of this research problem is still in its infancy. Most existing VQA methods are neural network-based (NN-based) solutions that pursue...
This work examines important heterogeneous processes of organic molecules on surfaces, in the contexts of atmospheric and indoor environments. In large forest ecosystems, biogenic secondary organic aerosols (SOAs) constitute a dominant fraction of organic particulate matter in the atmosphere. The formation of SOAs starts from the emission of volatile organic...
In the first chapter I introduce the ideas that link selling information to surplus extraction. In my environment the seller may be uncertain about how much the buyer both has already learned before contracting with the seller (belief types) and is able to learn after contracting with the seller (information...
In the United States and around the world, the growing energy demands and climate concerns necessitate renewable and efficient energy production. Thermoelectric materials could be one small part of this larger picture movement, but their high cost and low efficiency must be improved to realize commercial use. To decrease the...
The effect of interfaces in solids on the overall charge transport properties has become a topic of growing importance for energy materials such as thermoelectrics. In some polycrystalline thermoelectric materials, the performance near room temperature is significantly limited due to thermally-activated electrical conductivity near room-temperature, which can be attributed to...
To be tempted is to be conflicted, but the conflict is not one of oscillation between two good options. Rather, it is normally easy to act on temptation and difficult to act against it. But this is puzzling, because unless temptation is a force that acts on us, it’s not...
Digitization has led to dramatic cost reductions and reshaped both what and how products are sold. This dissertation examines the impact of digitization on the behavior of market intermediaries that bring together producers and consumers. Our empirical context is the transition from 35mm film to digital cinema technologies in the...
The emerging paradigm of quantum information science (QIS) vows to transform a wide range of fields, such as computation, communication, and sensing. The fundamental unit at the core of any QIS system is a quantum bit, or qubit. Rather than be restricted to one of two classical states (0 or...
Superconductivity is a fascinating manifestation of quantum mechanics on a macroscopic scale that has led to greater insights of the strongly correlated physics of a large number of interacting electrons ever since its discovery $\sim$ 100 years ago in elemental Hg. The unconventional superconductors that are based on uranium offer...
Quantum technologies have the capability of greatly increasing the security of communication systems. Many components are required for a full quantum network including memory, repeaters, routers, and detectors. The efficiencies of quantum communication technologies suffer greatly due to their inherent sensitivity to loss. Low-loss propagation and high detection efficiency can...
Students pursue educational and career future identities (e.g., graduating college, becoming an engineer, etc.) that are tied to their deepest wants, desires, and needs, yet many find it difficult to exert self-control and resist temptations while pursuing these identities (e.g., studying versus watching TV, paying attention in class versus scrolling...
This dissertation is a collection of three papers on synthesizing and translating statistical evidence in education research. Chapter 1 serves as an introduction and executive summary, and Chapters 2 - 4 contain the three substantive papers respectively. Chapter 2 presents methods for pooling sample variances across studies to improve properties...
We study modular forms, Jacobi forms, and hermitian formal Fourier-Jacobi series over imaginary quadratic fields. In the first section, we prove that the ring of classical Jacobi forms of a fixed genus g, varying index m and weight k is generated by theta functions. From this result we show that...
This research looks at the robotic shape formation problem, which is one of the fundamental problems in robotic swarm systems. Here, the task is to move a group of robots to form a user-specified shape. In this dissertation, the task of shape formation is divided to four problems: (i) using...
Annual age-adjusted breast cancer incidence rates in the United States have been static for decades. More recently, the development of massively parallel, high throughput DNA sequencing has enabled the cataloging of somatic mutations in cancer. Mutations are non-random and occur within sequence motifs. These motifs provide us with evidence to...
Modeling human language is at the very frontier of machine learning and artificial intelligence. Statistical language models are probabilistic models that assign probabilities to sequences of words. For example, topic models are frequently used text-mining tools to organize a vast set of unstructured documents by exploring their theme structure. More...
Computer simulation experiments are commonly used as an inexpensive alternative to real-world experiments to form a metamodel that approximates the input-output relationship of the real-world experiment. The metamodel can be useful for decision making and making predictions for inputs that have not been evaluated yet since it can be evaluated...
Anthropogenic consumption of fossil fuels releases carbon into the Earth-atmosphere-ocean system at rates unmatched by geologic processes. Yet, some geologic time periods also show evidence of climate forcing related to rapid natural greenhouse gas emissions and can serve as tools to help understand the future trajectory of climate. Geologic events...
The question of how native species diversity affects a community’s ability to resist invasive species has inspired decades of research. One of the oldest invasion biology hypotheses is that more species rich ecosystems are less invaded. While there has been strong support for this hypothesis, there is also strong evidence...
Foreign currency debt has led to many crises in emerging markets. In the past decade, firms in emerging economies have drastically increased their foreign currency borrowing, making them significantly exposed to depreciation shocks. To reduce their exposure to external shocks, central banks have increased their use of regulation, such as...
Two-dimensional (2D) materials and heterostructures have attracted significant attention for a variety of nanoelectronic and optoelectronic applications. At the atomically thin limit, the material characteristics and functionalities are dominated by surface chemistry and interface coupling. Therefore, methods for comprehensively characterizing and precisely controlling surfaces and interfaces are required to realize...
In this thesis, we aim to develop efficient algorithms with theoretical guarantees for noisy nonlinear optimization problems, with and without constraints, under various different assumptions. Apart from Chapter 1 which provides relevant backgrounds, the remaining of thesis is divided into four chapters. In Chapter 2, we establish the theoretical convergence...
The purpose of this study was (1) to examine the impact that small ensemble free improvisation experiences had on dispositional empathy development when compared with other forms of collective music making; and (2) to examine the relationship between co-performing musicians’ empathy levels and their performance achievement in small ensembles using...
Human biologists remain invested in the prospect of developing a ‘biocultural synthesis.’ The primary concerns identified in major touchstones of this effort include the presentation of biological function in terms of social relations, understanding the role that humans play in constructing their own environments for development and evolution, and linking...
Connecting structure and function in nanoscale engineered materials and devices relies on the analysis of the fundamental arrangement of matter, frequently under dynamic conditions. The demand to image structures at fundamental length scales has touched inorganic materials, biology, and frequently hybrid hard/soft materials with unique phenomena driven by heterogeneous components....
This thesis studies the distributed optimization of protocols and linear precoding in multiple-input multiple-output (MIMO) wireless networks. We consider cellular systems including millimeter wave (mmWave) systems, frequency-division duplex (FDD) systems, and wideband time-division duplex (TDD) systems. Firstly, for mmWave systems, we design an efficient beam training protocol with multiple access...
The discovery of abundant reserves of shale gas over this past decade has reshaped the world’s energy landscape. It has renewed interests in the activation and conversion of methane as well as other light alkanes. While the oxidative coupling of methane (OCM) and oxidative dehydrogenation (ODH) of ethane and propane...
There is no group of materials as diverse, complex, and ubiquitous as polymers. From plastic bags, to rubber tires, electronics, food packaging, water filtration and even aerospace applications, the penetration of polymer materials into all aspects of life make them very important materials throughout all engineering fields. However, this breadth...
Recent advances in combinatorial chemistry, synthetic biology, and ‘omics’ research require high-throughput methods for performing and analyzing thousands to millions of reactions in one day. However, it is a challenge to engineer high-throughput systems that can autonomously conduct and analyze such a large number of reactions in a generalizable and...
Brain network organization, the emergence of cognition, and the accumulation of neurodegenerative pathology are interwoven concepts frequently studied under the umbrella of behavioral neurology, neuropsychiatry, neuropsychology, and neuropathology. One approach to studying the organization of cognitive processes is to study those with selective deficits in such networks. To understand how...
Successful restoration depends on the establishment and survival of selected species, and sowing seed is the most cost-effective method to ensuring a successful restoration. Generally, a locally sourced seed is thought to be better adapted to local environmental conditions and, therefore, more likely to thrive. In addition, a local seed...
Contest theory is an area of game theory that studies environments in which agents make sunk investments in order to get a prize. These investments could be money, effort, time, etc. Contest theory is used to study a wide range of applications, like political contests, research and development, advertisement campaigns,...
On 14 January 2017, President Donald J. Trump described the North Atlantic Treaty Organization (NATO) as obsolete. During the first six months of his administration, President Trump discussed not honoring Article 5 commitments for NATO members who had not met the financial responsibilities outlined in the 2014 Wales Summit. His...
In this dissertation I analyze how population aging and political considerations can affect the conduct of fiscal policy and the management of sovereign debt. In Chapter 1 I focus on the impact of an aging population. In Chapter 2 I consider the effects of political uncertainty. How an aging population...
A stroke occurs when blood flow in the brain is impaired and often causes damage to corticospinal tract projections that control the muscles of the upper-extremity. Due to this damage, 50-70% of stroke survivors experience long-term upper-extremity functional deficits(Faria-Fortini, Michaelsen, Cassiano, & Teixeira-Salmela, 2011). These deficits result from motor impairments...
“Speculative Justice” asks how U.S. terrorism cases with numerous indicators of entrapment prevail in federal court despite case law designed to prevent these very policing practices. Drawing on a combination of two case studies, an original archive of digital court filings from over 250 defendants, and a collection of over...
Records of temperature and precipitation during Quaternary interglacial periods on Greenland are notably scarce, limiting assessment of the magnitude and rate of local environmental response to orbitally-driven Arctic warming. It is largely unknown if warming across Greenland was spatially uniform through past interglacials, and if warming was accompanied by major...
Research on how sleep contributes to memory has blossomed in recent years. These studies have generally focused on whether or not sleep impacts various types of memory independently. An open question is whether sleep interactively influences different memory types. My research focuses on two types of memory—specificity and generalization. Whereas...
As the global population grows, consumption of water, energy, and food will also increase, placing stresses on these sectors, raising the importance of the Water-Energy-Food Nexus (WEFN). However, operation of WEFN systems are currently not sustainable. It is thus crucial to design WEFN systems to be sustainable from local to...
In three empirical chapters, this dissertation examines the field of sustainability over time, specifically uncovering the processes by which contentious interactions between movements and organizations can shift to the development of shared meaning and the creation of new organizational positions. The dissertation utilizes the analyses strategies of text analysis, field...
In the absence of any significant federal policy to mitigate climate change, many (though not all) U.S. states have stepped in to fill the void. But the policies these states have adopted vary considerably in their quality. For example, California’s economy-wide greenhouse gas policy was significantly stronger than Massachusetts’, which...
Water vapor condenses into liquid water when it encounters a cold surface. If the surface temperature is sufficiently low, freezing follows the condensation step, and the process is holistically referred to as condensation frosting. Both phase change processes are fundamental to many industries ranging from water harvesting, thermal management, solar...
This dissertation explores black litigation strategies, black legal culture, and the effect of black litigation on civil law. Not only did African Americans sue white southerners and white-owned companies for white-on-black violence under Jim Crow, they shared their collective legal knowledge through a network of black newspapers and contributed to...
Store-operated Ca2+ entry (SOCE) is a principal mechanism for generating cellular Ca2+ signals. Store-operated Ca2+ release-activated Ca2+ (CRAC) channels serve an essential role in generating Ca2+ elevations needed for transcriptional, enzymatic, and secretory effector cascades in many cell types. CRAC channels, comprised of the ER Ca2+ sensor STIM and the...
Uterine leiomyoma (LM), the most common tumor of women, causes severe morbidity. LM cells can be separated into three molecularly and functionally distinct cell populations based on the expression pattern of CD34 and CD49b: stem (LSC, CD34+/CD49b+), intermediate (LIC, CD34+/CD49b-), and differentiated cells (LDC, CD34-/CD49b-). Progesterone via progesterone receptor (PR/PGR)...
This thesis focuses on the application of neural networks to three types of classification tasks, each work with its own chapter. The objective of the first work is to take advantage of deep neural networks in order to make next day crime count predictions in a fine-grain city partition. We...
Human complex diseases such as common cancers and diabetes are characterized by high molecular heterogeneity contributed by both genetic and non- genetic factors. This molecular heterogeneity can not only complicate diagnosis, risk stratification and patient care, but also lead to differential therapeutic response and treatment efficiency. Therefore, understanding the molecular...
