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Articles 181 - 210 of 2906

Full-Text Articles in Physical Sciences and Mathematics

An Analog For Large-Scale Lacustrine Deposits: 3d Characterization Of A Pleistocene Lake Bonneville Spit, Eli D. Lopez Sep 2022

An Analog For Large-Scale Lacustrine Deposits: 3d Characterization Of A Pleistocene Lake Bonneville Spit, Eli D. Lopez

Theses and Dissertations

Ultra-high-resolution subsurface stratigraphy mapped from 3D ground-penetrating radar (GPR) can provide insights into the fine-scale heterogeneity of reservoirs and other geologic features. Analog models derived from 3D GPR aid in understanding reservoir compartmentalization that may be sub-seismic but still affect fluid flow. We integrate 2D profiles and 3D GPR volumes with measured stratigraphic sections from outcrop exposure to characterize the fine-scale stratigraphy of an ancient Lake Bonneville shoreline deposit (locally, circa 20 ka based on carbon-14 dating) in the Great Basin (northwestern Utah). The heterogeneity of the deposit is expressed as multiple discordant patterns, separated by unconformities that likely were …

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Air Quality Impacts From Mineral Dust, Fireworks, And Urban Pollution Revealed By Trace Element Chemistry And Strontium Isotopes Ratios In The Wasatch Front, Utah, Usa, Micah J. Marcy Aug 2022

Air Quality Impacts From Mineral Dust, Fireworks, And Urban Pollution Revealed By Trace Element Chemistry And Strontium Isotopes Ratios In The Wasatch Front, Utah, Usa, Micah J. Marcy

Theses and Dissertations

Airborne particulate matter (PM) in urban areas is derived from a combination of natural and anthropogenic sources. To identify PM sources and their effects on air quality, we collected PM using active filter samplers over a two-year period in the urban Wasatch Front, northern Utah, an area affected by multiple pollution sources. Filters from active samplers and other PM samples were analyzed for major and trace element concentrations and 87Sr/86Sr ratios. We identified wind-blown mineral dust from dry lake beds, winter inversions, and fireworks as primary PM sources affecting air quality in the Wasatch Front. Dust contributes Al, Be, Ca, …

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Still No Crystal Ball: Toward An Application For Broad Evaluation Of Student Understanding, Piper Armstrong Aug 2022

Still No Crystal Ball: Toward An Application For Broad Evaluation Of Student Understanding, Piper Armstrong

Theses and Dissertations

Evaluation of student understanding of learning material is critical to effective teaching. Current computer-aided evaluation tools exist, such as Computer Adaptive Testing (CAT); however, they require expert knowledge to implement and update. We propose a novel task, to create an evaluation tool that can predict student performance (knowledge) based on general performance on test questions without expert curation of the questions or expert understanding of the evaluation tool. We implement two methods for creating such a tool, find both methods lacking, and urge further investigation.

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Synthesis And Anticancer Evaluation Of Novel Pyrazolo[1,5-A]Pyrimidines: Discovery Of A Novel Lead Compound With Selective Activities Against Vps34 And Jak1-Jh2 Pseudokinase, Reuben Dass Aug 2022

Synthesis And Anticancer Evaluation Of Novel Pyrazolo[1,5-A]Pyrimidines: Discovery Of A Novel Lead Compound With Selective Activities Against Vps34 And Jak1-Jh2 Pseudokinase, Reuben Dass

Theses and Dissertations

A library of 25 novel 3,6-disubstituted and 3-substituted pyrazolo[1,5-a]pyrimidines were synthesized using a microwave chemical reactor in 3 steps with a total reaction time of 1 hour. The products were obtained in good to excellent yields (20-93%, ave. = 62%). The synthesis began with the reaction of aryl acetonitriles with dimethylformamide-dimethylacetal (120C, 20 min), followed by treatment of the resulting 2-arylacrylonitrile with H2NNH2 • HBr (120C, 20 min). The intermediate 4-arylpyrazol-5-amine obtained was finally reacted with either 2-aryl-substituted malondialdehydes or 1,1,3,3-tetramethoxypropane (120C, 20 min) to give the final products. The products were either collected directly on a Buchner funnel or …

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Leveraging Large Language Models Trained On Code For Symbol Binding, Joshua Robinson Aug 2022

Leveraging Large Language Models Trained On Code For Symbol Binding, Joshua Robinson

Theses and Dissertations

While large language models like GPT-3 have achieved impressive results in the zero-, one-, and few-shot settings, they still significantly underperform on some tasks relative to the state of the art (SOTA). For many tasks it would be useful to have answer options explicitly listed out in a multiple choice format, decreasing computational cost and allowing the model to reason about the relative merits of possible answers. We argue that the reason this hasn't helped models like GPT-3 close the gap with the SOTA is that these models struggle with symbol binding - associating each answer option with a symbol …

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Distribution And Transportation Of Sand And Potential Sand Source Materials On Titan: Implications For The Geologic History, Benjamin Dean Lake Aug 2022

Distribution And Transportation Of Sand And Potential Sand Source Materials On Titan: Implications For The Geologic History, Benjamin Dean Lake

Theses and Dissertations

Titan is an important planetary body for aeolian research because of the vast equatorial sand seas that span 20% of its surface. Previous studies have determined the general margins of sand and sand seas on Titan, and have speculated about the source of Titan's sand. Little research has been done concerning where sand collects in the sand seas. Additionally, the relationships be-tween material distributions as observed by the Cassini Visual and Infrared Mapping Spectrometer (VIMS) and the history of erosion and transportation of sediments across equatorial latitudes is not fully understood. This work focuses on an in depth evaluation of …

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Design And Characterization Of A Miniaturized Spectrometer For Wearable Applications, Tyler Richard Westover Aug 2022

Design And Characterization Of A Miniaturized Spectrometer For Wearable Applications, Tyler Richard Westover

Theses and Dissertations

As individual health monitors continue to become more widely adopted in helping individuals make informed decisions, new technologies need to be developed to obtain more biometric data. Spectroscopy is a well-known tool to gain biological information. Traditionally spectrometers are large and expensive making personal or wearable health monitors difficult. Here we present the development and characterization of a miniaturized short wavelength infrared spectrometer for wearable applications. We present a carbon nanotube parallel hole collimator can effectively select a narrow set of allowed angles of light to be separated by a linear variable filter and detected at a photodiode array making …

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Measuring Nonlinear Thomson Scattering At Arbitrary Emission Angles, Mahonri Romero Carranza Aug 2022

Measuring Nonlinear Thomson Scattering At Arbitrary Emission Angles, Mahonri Romero Carranza

Theses and Dissertations

We use photon-counting to measure nonlinear Thomson scattering from low-density electrons in an intense laser focus. The azimuthal and longitudinal polarization components of the second harmonic are measured across much of the full emission sphere. The data show, for the first time experimentally, emission structure in the ‘Northern’ and ‘Southern’ hemispheres, where the ‘North Pole’ aligns with the direction of laser propagation. To obtain these measurements, we installed an additional power amplifier on our Ti:sapphire laser system at BYU. The upgrade delivers ten times more energy to the laser focus than we had previously. This increase comes partly from the …

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Multiscale Modeling And Analysis Of X-Ray Windows, Microcantilevers, And Bioimpedance Microelectrodes, Kyle Grant Larsen Aug 2022

Multiscale Modeling And Analysis Of X-Ray Windows, Microcantilevers, And Bioimpedance Microelectrodes, Kyle Grant Larsen

Theses and Dissertations

X-ray detector windows must be thin enough to transmit sufficient low-energy x-rays, yet strong enough to withstand up to an atmosphere of differential pressure. Traditional low-energy x-ray windows consist of a support layer and pressure membrane spanning that support. Numerical modeling of several x-ray windows was used to show that both low- and high-energy x-ray transmission can be improved by adding a secondary support structure. Finite element analysis of the x-ray window models showed that the stress from a typical applied load does not exceed the ultimate strength or yield strength of the respective materials. The specific x-ray window models …

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Examination Of 14-3-3 Interactors Identifies A Novel Mechanism Of Regulation For The Ubiquitin Binding Kinase Tnk1 That Can Be Targeted To Block Tumor Growth, Christina Marie Egbert Aug 2022

Examination Of 14-3-3 Interactors Identifies A Novel Mechanism Of Regulation For The Ubiquitin Binding Kinase Tnk1 That Can Be Targeted To Block Tumor Growth, Christina Marie Egbert

Theses and Dissertations

Decades of research have begun to identify oncogenic mut-drivers that are responsible for driving a large percentage of cancers. These high frequency mut-drivers have therapeutics in the clinic for patient treatment. However, there is another group of low frequency mut-drivers that fail to rise above the noise of the high frequently drivers. These low frequency drivers represent a group of genes with untapped potential for new targeted therapies. However, identifying these drivers can be difficult. This study focuses on identifying new functional phosphorylations using the phospho-docking protein 14-3-3. The family of 14-3-3 proteins have been linked to many oncogenic pathways …

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Yardang Morphometry And Substrate Properties In Ignimbrites Of The Campo Piedra Pomez, Argentina Compared With The Medusae Fossae Formation, Mars, Dylan Stephen Mcdougall Aug 2022

Yardang Morphometry And Substrate Properties In Ignimbrites Of The Campo Piedra Pomez, Argentina Compared With The Medusae Fossae Formation, Mars, Dylan Stephen Mcdougall

Theses and Dissertations

Yardangs are streamlined ridges carved by the action of wind into consolidated yet erodible substrates. The direction of sediment transport is indicated by their elongate shapes and steep sides which redirects most of the sediment transport layer onto adjacent low-lying surfaces, resulting in lower erosion rates on the elevated areas. Despite this simple premise, the rates of erosion and transport as well as the material properties necessary to form yardangs have until now been largely unknown. This study aims to determine how material properties affect yardang dimensions in order to use yardang morphometry to derive the mechanical properties of a …

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Considerations For And Development Of Sound Level Maps For The M16a4 Rifle, Reese D. Rasband Aug 2022

Considerations For And Development Of Sound Level Maps For The M16a4 Rifle, Reese D. Rasband

Theses and Dissertations

Small firearms can create sound levels exceeding the safe threshold of human hearing with even one shot. Understanding how the sound propagates will lead to better range and military drill design. This thesis describes errors associated with different predictive interpolation models for the M16A4. Before directly discussing potential sources of error, the thesis first seeks to validate the data acquired. This is done through waveform inspection with a focus on shot-to-shot consistency. Finding the standard deviation in level between a 10-shot volley provides a good baseline with which other sources of error can be compared to. For both peak and …

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Ion Structure Characterization And Energetics In The Gas Phase Using Fourier Transform Ion Cyclotron Resonance Mass Spectrometry And Ion Mobility Spectrometry, Tina Heravi Aug 2022

Ion Structure Characterization And Energetics In The Gas Phase Using Fourier Transform Ion Cyclotron Resonance Mass Spectrometry And Ion Mobility Spectrometry, Tina Heravi

Theses and Dissertations

In this dissertation, I used Fourier transform ion cyclotron resonance mass spectrometry (FTICR) and ion mobility spectrometry (IMS) to study the structure and energetics of supramolecular complex ions in the gas phase. Using the CRAFTI (cross sectional areas by Fourier transform ion cyclotron resonance) technique developed by Dearden’s lab we observed that complexes with alkali cations capping the portals of cucurbit[5]uril (CB[5]) bind halide anions size-selectively in the gas phase. Our data suggest that Cl– binds inside the CB[5] cavity, Br– binds both inside (with Na+ions capping the portals of CB[5]) and outside (when K+caps CB[5]), and I– binds weakly …

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A Machine Learning Approach That Integrates Clinical Data And Ptm Proteomics Identifies A Mechanism Of Ack1 Activation And Stabilization In Cancer, Eranga Roshan Balasooriya Loku Balasooriyage Aug 2022

A Machine Learning Approach That Integrates Clinical Data And Ptm Proteomics Identifies A Mechanism Of Ack1 Activation And Stabilization In Cancer, Eranga Roshan Balasooriya Loku Balasooriyage

Theses and Dissertations

Identification of novel cancer driver mutations is crucial for targeted cancer therapy, yet a difficult task especially for low frequency drivers. To identify cancer driver mutations, we developed a machine learning (ML) model to predict cancer hotspots. Here, we applied the ML program to 32 non-receptor tyrosine kinases (NRTKs) and identified 36 potential cancer driver mutations, with high probability mutations in 10 genes, including ABL1, ABL2, JAK1, JAK3, and ACK1. ACK1 is a member of the poorly understood ACK family of NRTKs that also includes TNK1. Although ACK1 is an established oncogene and high-interest therapeutic target, the exact mechanism of …

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Mirror Symmetry For Some Non-Abelian Groups, Kyle John Niendorf Aug 2022

Mirror Symmetry For Some Non-Abelian Groups, Kyle John Niendorf

Theses and Dissertations

The goal of this thesis is to investigate a conjecture about Mirror Symmetry for Landau Ginzburg (LG) models with non-abelian gauge groups. The conjecture predicts that the LG A-model for a polynomial-group pair $(W,G)$ is equivalent to the LG B-model for the dual pair $(W^*, G^*)$. In particular, the A-model and B-model include the construction of a Frobenius algebra. The LG mirror symmetry conjecture predicts that the A-model Frobenius algebra for $(W,G)$ will be isomorphic to the B-model Frobenius algebra for the dual pair $(W^*,G^*)$. Part of the conjecture includes a rule describing how to construct the dual pair. Until …

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Gradient Conditioning In Deep Neural Networks, Michael Vernon Nelson Aug 2022

Gradient Conditioning In Deep Neural Networks, Michael Vernon Nelson

Theses and Dissertations

When using Stochastic Gradient Descent (SGD) to train Artificial Neural Networks, gradient variance comes from two sources: differences in the weights of the network when each batch gradient is estimated and differences between the input values in each batch. Some architectural traits, like skip-connections and batch-normalization, allow much deeper networks to be trained by reducing each type of variance and improving the conditioning of the network gradient with respect to both the weights and the input. It is still unclear to which degree each property is responsible for these dramatic stability improvements when training deep networks. This thesis summarizes previous …

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Understanding The Complexities Of Anemia In Chronic Inflammatory Diseases From Diagnosis To Treatment, Naomi Rae Flindt Aug 2022

Understanding The Complexities Of Anemia In Chronic Inflammatory Diseases From Diagnosis To Treatment, Naomi Rae Flindt

Theses and Dissertations

Iron is an essential nutrient for energy and DNA replication. Its homeostasis is commonly perturbed by chronic inflammatory mechanisms. Chronic inflammation upregulates a cytokine, hepcidin, that degrades the iron export protein ferroportin. Without a way to export iron into the bloodstream iron availability in blood becomes depleted. Iron depletion in the blood stream hinders erythropoiesis and is termed anemia. Herein I investigate and inhibit the mechanism of hepcidin activation. Inhibition of hepcidin activation has released iron from tissues and alleviated anemic conditions in a cancer model. I have laid the foundation to investigate this pathway in a 3D spheroid model. …

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Student-Created Learning Objects For Mathematics Renewable Assignments: The Potential Value They Bring To The Broader Community, Webster Wong Aug 2022

Student-Created Learning Objects For Mathematics Renewable Assignments: The Potential Value They Bring To The Broader Community, Webster Wong

Theses and Dissertations

Having students create Learning Objects (LOs) through renewable assignments has proved more helpful to the student creators compared to disposable assignments in some aspects. Additionally, some researchers have presented evidence where the student-created LOs could benefit the users of the LOs more than traditional learning resources. In this study, I examined a collection of LOs created by college students in the subject of mathematics to understand the nature of the value that a student-created LO could bring to other learners. By extending a framework for non-disposable assignments (Seraphin et al., 2019), I evaluated 3 components that affect the value of …

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High-Velocity Impact Dissociation Of Molecular Species In Spacecraft-Based Mass Spectrometers, Brandon M. Turner Aug 2022

High-Velocity Impact Dissociation Of Molecular Species In Spacecraft-Based Mass Spectrometers, Brandon M. Turner

Theses and Dissertations

Mass spectrometers have proven to be vital to understanding the Solar System and the planets within it. Spacecraft containing mass spectrometers have been sent to numerous remote places and have determined important information about the atmospheric composition of Venus, Earth, Mars, Jupiter, and Saturn, along with other celestial bodies. Such results have shown a variety of small neutral molecules, such as CH4 NH3, H2O, CO2, and CO, neutral radicals such as atomic O, H, and N, and a host of small ions, such as H+, N+, and NH4+. Closed ion source inlets, which allow for the detection of these small …

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Experimental Design And Construction Of The First Rotor Induced Collision Cell (Ricc) For Studying High Velocity Molecular Impacts, Abraham Lehi De La Cruz Hernandez Aug 2022

Experimental Design And Construction Of The First Rotor Induced Collision Cell (Ricc) For Studying High Velocity Molecular Impacts, Abraham Lehi De La Cruz Hernandez

Theses and Dissertations

The identification and characterization of molecular biomarkers using mass spectrometry on an orbiting or fly-by spacecraft is one of the preferred analytical techniques in the search for life beyond the Earth. However, analysis is complicated by unwanted molecular dissociation occurring when sampled native molecules impact the instrument at high velocity. The mechanisms of chemical changes produced in high velocity impacts have been studied experimentally in some cases; however, there are significant experimental limitations to these techniques. Here I present the design, construction, and testing of a new experimental technique to produce high velocity molecular and microparticle collisions under a controlled …

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The Discovery Of Novel 14-3-3 Binding Proteins Atg9a And Ptov1 And Their Role In Regulating Cancer Mechanisms, Colten Mitchell Mcewan Aug 2022

The Discovery Of Novel 14-3-3 Binding Proteins Atg9a And Ptov1 And Their Role In Regulating Cancer Mechanisms, Colten Mitchell Mcewan

Theses and Dissertations

14-3-3 proteins are among a family of phospho-binding proteins that are known to regulate many essential cellular mechanisms. By binding to sites of phosphorylation, 14-3-3s are integrated into multiple signaling pathways that govern critical processes, such as apoptosis, cell cycle progression, autophagy, glucose metabolism, and cell motility. These processes are crucial for tumorigenesis and 14-3-3 proteins are known to play a central role in facilitating cancer progression. In this study, my colleagues and I discover two novel 14-3-3 interacting proteins, ATG9A and PTOV1, that are both vital to essential cellular functions and describe various mechanisms that these two proteins regulate. …

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Data Assimilation And Parameter Recovery For Rayleigh-Bénard Convection, Jacob William Murri Aug 2022

Data Assimilation And Parameter Recovery For Rayleigh-Bénard Convection, Jacob William Murri

Theses and Dissertations

Many problems in applied mathematics involve simulating the evolution of a system using differential equations with known initial conditions. But what if one records observations and seeks to determine the causal factors which produced them? This is known as an inverse problem. Some prominent inverse problems include data assimilation and parameter recovery, which use partial observations of a system of evolutionary, dissipative partial differential equations to estimate the state of the system and relevant physical parameters (respectively). Recently a set of procedures called nudging algorithms have shown promise in performing simultaneous data assimilation and parameter recovery for the Lorentz equations …

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Variational And Covariational Reasoning Of Students With Disabilities, Lauren Rigby Aug 2022

Variational And Covariational Reasoning Of Students With Disabilities, Lauren Rigby

Theses and Dissertations

Mathematics education reform has led to more conceptually focused instruction in the classroom. Yet, students with disabilities are receiving fewer chances than other students to engage in meaningful mathematics. Furthermore, a research divide between mathematics education and special education in mathematics has led to significant gaps in research on the individual and conceptual understanding of students with disabilities. Through task-based interviews and classroom observations, this study begins the process of closing this research gap through an examination of students' understanding of variational and covariational reasoning. Data suggest that the participants, two students with disabilities, increased their conceptual understanding in a …

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Using Machine Learning To Classify Volleyball Jumps, Miki Jauhiainen Aug 2022

Using Machine Learning To Classify Volleyball Jumps, Miki Jauhiainen

Theses and Dissertations

In this study, inertial measurement units (IMUs) were used to train a random forest classifier to correctly classify different jump types in volleyball. Athlete motion data were collected in a controlled setting using three IMUs, one on the waist and one on each ankle. There were 11 participants who at the time played volleyball at the collegiate level in the United States, seven male and four female. Each performed the same number of jumps across the eight jump types--five BASIC jumps and three each of the other seven--resulting in 26 jumps per subject for a total of 286. The data …

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Fabrication And Characterization Of Dna Templated Electronic Nanomaterials And Their Directed Placement By Self-Assembly Of Block Copolymers, Dulashani Ruwanthika Ranasinghe Weerakkodige Aug 2022

Fabrication And Characterization Of Dna Templated Electronic Nanomaterials And Their Directed Placement By Self-Assembly Of Block Copolymers, Dulashani Ruwanthika Ranasinghe Weerakkodige

Theses and Dissertations

Bottom-up self-assembly has the potential to fabricate nanostructures with advanced electrical features. DNA templates have been used to enable such self-assembling methods due to their versatility and compatibility with various nanomaterials. This dissertation describes research to advance several different steps of biotemplated nanofabrication, from DNA assembly to characterization. I assembled different nanomaterials including surfactant-coated Au nanorods, DNA-linked Au nanorods and Pd nanoparticles on DNA nanotubes ~10 micrometer long, and on ~400 nm long bar-shaped DNA origami templates. I optimized seeding by changing the surfactant and magnesium ion concentrations in the seeding solution. After successful seeding, I performed electroless plating on …

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On Continuity Of Multiplication In The Fundamental Group, Eric Steadman Aug 2022

On Continuity Of Multiplication In The Fundamental Group, Eric Steadman

Theses and Dissertations

For a topological space X, the fundamental group can be topologized as a quotient of the path space with the compact-open topology. For one-dimensional or planar Peano continua, the fundamental group with this topology is a topological group if and only if it is semilocally simply connected. In particular, we demonstrate that the group operation is not continuous in this setting.

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Vector-Valued Mock Theta Functions, Clayton Williams Aug 2022

Vector-Valued Mock Theta Functions, Clayton Williams

Theses and Dissertations

Ramanujan introduced his now celebrated mock theta functions in 1920, grouping them into families parameterized by an integer called the order. In 2010 Bringmann and Ono discovered generalizations of Ramanujan's mock theta functions for any order relatively prime to 6; this result was later strengthened by Garvan in 2016. It was also shown that by adding suitable nonholomorphic completion terms to the mock theta functions the family of mock theta functions corresponding to a given order constitute a complex vector space which is closed under the action of the modular group. We strengthen the Bringmann, Ono, and Garvan result by …

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Atomic Layer Deposition And High Sensitivity-Low Energy Ion Scattering For The Determination Of The Surface Silanol Density On Glass And Unsupervised Exploratory Data Analysis With Summary Statistics And Other Methods, Tahereh Gholian Avval Jul 2022

Atomic Layer Deposition And High Sensitivity-Low Energy Ion Scattering For The Determination Of The Surface Silanol Density On Glass And Unsupervised Exploratory Data Analysis With Summary Statistics And Other Methods, Tahereh Gholian Avval

Theses and Dissertations

With the increasing importance of hand-held devices with touch displays, the need for flat panel displays (FPDs) will likely increase in the future. Glass is the most important substrate for FPD manufacturing, where both its bulk and surface properties are critical for its performance. Many properties of the glass used in FPDs are controlled by its surface chemistry. Surface hydroxyls are the most important functional groups on a glass surface, which control processes that occurs on oxide surfaces, including wetting, adhesion, electrostatic charging and discharge, and the rate of contamination. In this dissertation, I present a new approach for determining …

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Quantifying Protein Quality To Understand Protein Homeostasis, Hsien-Jung Lavender Lin Jul 2022

Quantifying Protein Quality To Understand Protein Homeostasis, Hsien-Jung Lavender Lin

Theses and Dissertations

Proteins are the center of all biochemical reactions in living organisms. Proteins need to be present at the right time, in the right place, with the correct concentration and have the right shape to carry their designated function. Protein homeostasis is when all proteins in the proteome are in functional balance, and such balance is maintained by synthesis, folding, and degradation machinery. When protein homeostasis is lost, organisms start to age and develop diseases. To truly unveil disease mechanisms and provide more efficient means for treatment and prevention, we need a holistic understanding of the mechanism of protein homeostasis. Currently, …

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Reconstructing Historical Earthquake-Induced Tsunamis: Case Study Of 1820 Event Near South Sulawesi, Indonesia, Taylor Jole Paskett Jul 2022

Reconstructing Historical Earthquake-Induced Tsunamis: Case Study Of 1820 Event Near South Sulawesi, Indonesia, Taylor Jole Paskett

Theses and Dissertations

We build on the method introduced by Ringer, et al., applying it to an 1820 event that happened near South Sulawesi, Indonesia. We utilize other statistical models to aid our Metropolis-Hastings sampler, including a Gaussian process which informs the prior. We apply the method to multiple possible fault zones to determine which fault is the most likely source of the earthquake and tsunami. After collecting nearly 80,000 samples, we find that between the two most likely fault zones, the Walanae fault zone matches the anecdotal accounts much better than Flores. However, to support the anecdotal data, both samplers tend toward …

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