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Dispensing With Humans In Human-Computer Interaction Research, Courtni L. Byun Nov 2023

Dispensing With Humans In Human-Computer Interaction Research, Courtni L. Byun

Theses and Dissertations

Machine Learning models have become more advanced than could have been supposed even a few years ago, often surpassing human performance on many tasks. Large language models (LLM) can produce text indistinguishable from human-produced text. This begs the question, how necessary are humans - even for tasks where humans appear indispensable? Qualitative Analysis (QA) is integral to human-computer interaction research, requiring both human-produced data and human analysis of that data to illuminate human opinions about and experiences with technology. We use GPT-3 and ChatGPT to replace human analysis and then to dispense with human-produced text altogether. We find GPT-3 is …

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Inconsistent Correlation And Momenta: A New Approach To Portfolio Allocation, David Kercher Nov 2023

Inconsistent Correlation And Momenta: A New Approach To Portfolio Allocation, David Kercher

Theses and Dissertations

Correlated stocks should, in equilibrium, have correlated momenta, but in practice momenta do not always correlate. We use short-term inconsistencies between correlations and momenta to predict price corrections, produce more meaningful investment indicators, and improve upon accepted investing strategies. In particular, our approaches integrate inconsistencies within an entire security class rather than relying only on individual or pairwise security data. We use this theory to improve upon not only the standard momentum portfolio but also Pair Trading and Momentum Reversion methods. This results in three strategies for portfolio allocation that outperforms overlying indices and market benchmarks by 5%-10% in annual …

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Analog Artificial Neurons And Digital Amplifiers: Challenging The Roles Of Analog And Digital Circuit Architectures In Modern Cmos Processes, Taylor S. Barton Nov 2023

Analog Artificial Neurons And Digital Amplifiers: Challenging The Roles Of Analog And Digital Circuit Architectures In Modern Cmos Processes, Taylor S. Barton

Theses and Dissertations

As complimentary metal-oxide semiconductor (CMOS) technologies scale and field-effect transistor (FET) architectures change, the factors in deciding to utilize analog or digital transistor behaviors evolve. This thesis examines three case studies where traditionally analog or digital circuitry has dominated published works but I show that the opposite regime has significant benefits in scaled CMOS technologies. I present a highly digital operational amplifier (traditionally analog) and two artificial neurons (traditionally digital). In Chapters 2 and 3 I present a highly-digital five-stage zero-crossing-based amplifier which breaks the trade-off between slew rate and settling accuracy. I investigate the optimal charge pump design by …

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The Social & Economic Impact Of Two-Year And Community Colleges On African Americans In The Central Mississippi Region, Bryan Winfred Massey Sr Nov 2023

The Social & Economic Impact Of Two-Year And Community Colleges On African Americans In The Central Mississippi Region, Bryan Winfred Massey Sr

Theses and Dissertations

The purpose of this study is to examine the social and economic impact of two-year and community colleges on minorities particularly African Americans who are earning a certificate, transfer credits to a four-year institution, or an Associate of Arts or Science Degree. The proposed research is a qualitative case study investigating the social and economic impact of two-year junior institutions that award certificates of learning and community colleges that award Associated Degrees to African Americans in the Southern Mississippi Delta Region. The primary focus of this case study will be the alumni for community colleges in the central part of …

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Dynamic Regulation Of Store-Operated Calcium Entry By Protein S-Acylation, Goutham Kodakandla Nov 2023

Dynamic Regulation Of Store-Operated Calcium Entry By Protein S-Acylation, Goutham Kodakandla

Theses and Dissertations

Calcium plays a pivotal role in many physiological functions in cells. Cytosolic calcium levels are finely tuned by calcium ion channels, pumps, and intracellular organelles. Store-operated calcium entry (SOCE) is when depletion of endoplasmic reticulum (ER) calcium stores activates a calcium sensor known as stromal interaction molecule 1 (STIM1). Activation of STIM1 leads to a conformational change from a compact state to an extended state. This extended state of STIM1 allows it to bind to a calcium channel in the plasma membrane (PM) known as Orai1. The binding of Orai1 and STIM1 leads to opening of Orai1 channels and calcium …

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Developing 3d Printed Integrated Microfluidic Devices For Microchip Electrophoresis Separation Of Preterm Birth Biomarkers, Joule E. Esene Nov 2023

Developing 3d Printed Integrated Microfluidic Devices For Microchip Electrophoresis Separation Of Preterm Birth Biomarkers, Joule E. Esene

Theses and Dissertations

Preterm birth is a global health challenge and the leading cause of neonatal mortality. Each year, about 15 million babies are born preterm globally. Traditional tools that have been exploited for the detection of preterm birth biomarkers are expensive, time consuming, or lack multiplexing capabilities. The work described in this dissertation highlights techniques developed to detect preterm birth biomarkers rapidly and accurately in the effort to mitigate preterm birth risk. In this dissertation, I first demonstrated the use of stereolithography digital light processing-based 3D printing and microfluidics for the development of microfluidic devices that had microvalves for fluid control. I …

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A Definition Of Reliable Water Supply For Public Water Systems, Easton Hopkins Nov 2023

A Definition Of Reliable Water Supply For Public Water Systems, Easton Hopkins

Theses and Dissertations

"Reliable water supply" does not have a universal definition in Utah, or the Western United States, where water resources are limited and such a definition would be especially useful. Utah's three water agencies and 500 public water systems have no consistent method to define, evaluate, and report it, potentially leading to an inability to meet regulatory water demands. We propose a unified definition of reliable water supply for Utah's public water suppliers that can also be used elsewhere. The qualitative definition we propose is necessary to precede quantitative evaluations, set policy, and provide consistency to water resources management in Utah. …

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Structural Design And Synthesis Of Growth Factor Receptor Binding Protein 2 (Grb2) Stabilizing Small Molecule, Mahfuzul Hasan Oct 2023

Structural Design And Synthesis Of Growth Factor Receptor Binding Protein 2 (Grb2) Stabilizing Small Molecule, Mahfuzul Hasan

Theses and Dissertations

The growth factor receptor tyrosine kinase (RTK) family is a potent inducer of cellular growth. Ligand binding to cognate receptors on plasma membrane induces receptor dimerization and activation, which in turn recruits intracellular molecules for downstream signal transduction. A key signaling pathway activated by growth factor (GF) receptors is the Ras signaling cascade that ultimately leads to cell proliferation. Activation of RTKs leads to the recruitment of adapter protein Grb2, which is constitutively bound to the mammalian homolog of drosophila son of sevenless (SOS), and a guanine exchange factor (GEF) for Ras. The recruitment of the Grb2-SOS complex by activated …

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Dnssec Meets The Frontend: Usability Study Of Dnssec Status Indicator In Browser, Tyler Karren Oct 2023

Dnssec Meets The Frontend: Usability Study Of Dnssec Status Indicator In Browser, Tyler Karren

Theses and Dissertations

DNSSEC ensures the integrity of DNS data. DNSSEC however is not visible to the end user. We designed a DNSSEC status indicator tool that shows the DNSSEC validation statuses of the host being visited in the Web browser. We then conducted a usability study to evaluate the tool, gathering user behavior and feedback from 30 participants. The usability study revealed that users were able to make security conscious decisions based on context of the task, but the tool struggled to communicate that it was sharing the status of the validity of the name-to-IP-address resolution of visited websites. We hope that …

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Numeracy, Consistency, And The Allais Paradox, Sean J. Mcginity Oct 2023

Numeracy, Consistency, And The Allais Paradox, Sean J. Mcginity

Theses and Dissertations

This paper explores the relations between mathematical abilities and preferences, preferences for consistency, and the Allais paradox. To answer this question, 144 participants completed a survey which measured objective numeracy, subjective numeracy, preference for consistency, and consistency of probabilistic choices. The results did not show the predicted relations where consistency would moderate the relations where subjective numeracy mediates the relations between objective numeracy and the consistency of probabilistic choices. The previously indicated relations where subjective numeracy simply mediated the relations between objective numeracy and probabilistic reasoning were also not replicated.While the hypotheses were not supported overall one interesting finding was …

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Task Distillation: Transforming Reinforcement Learning Into Supervised Learning, Connor Wilhelm Oct 2023

Task Distillation: Transforming Reinforcement Learning Into Supervised Learning, Connor Wilhelm

Theses and Dissertations

Recent work in dataset distillation focuses on distilling supervised classification datasets into smaller, synthetic supervised datasets in order to reduce per-model costs of training, to provide interpretability, and to anonymize data. Distillation and its benefits can be extended to a wider array of tasks. We propose a generalization of dataset distillation, which we call task distillation. Using techniques similar to those used in dataset distillation, any learning task can be distilled into a compressed synthetic task. Task distillation allows for transmodal distillations, where a task of one modality is distilled into a synthetic task of another modality, allowing a more …

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Reexamination Of Public Four-Year Institution Administrator Attitudes In Arkansas Toward Two-Year College Education, Joseph L. Scott Oct 2023

Reexamination Of Public Four-Year Institution Administrator Attitudes In Arkansas Toward Two-Year College Education, Joseph L. Scott

Theses and Dissertations

Arkansas ranks toward the bottom of the nation in educational degree attainment. Barriers to degree attainment in Arkansas may be identified, in part, by the examination of four-year institution administrator viewpoints toward two-year college education. Examination of administrator attitudes toward two-year college education areas such as faculty, students, programs, administrators, facilities, and transfer/articulation processes may lead to a better understanding of the difficulties surrounding degree attainment. A modified version of The Junior College Attitude Survey was used to survey 255 higher education administrators from 11 Arkansas public four-year institutions of higher education about different areas of two-year college education. Overwhelmingly, …

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Weathering The Covid-19 Pandemic: A Study Examining How The Lived Experience Affected English Learners, Mary Kathryn Maxwell Oct 2023

Weathering The Covid-19 Pandemic: A Study Examining How The Lived Experience Affected English Learners, Mary Kathryn Maxwell

Theses and Dissertations

The COVID-19 pandemic profoundly impacted many students, especially the English learners who require specialized instruction and additional support to develop English language proficiency. This study examines how the pandemic created barriers that caused a decline in the academic achievement and engagement in the learning process of sixth-eighth grade English learners in an urban district in Ohio. In this mixed-methods study, using an explanatory sequential research design, quantitative data were collected through an online Likert survey while qualitative data were gathered from semi-structured interviews, artifacts, and researcher field notes. A total of 21 participants completed the survey and interviews. The merged …

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Transforming Lessons And Those Who Write Them: Professional Development For Educational Content Writers To Integrate Technology Into Lessons Using The Tpack Framework, Rachael Patricia Santopietro Oct 2023

Transforming Lessons And Those Who Write Them: Professional Development For Educational Content Writers To Integrate Technology Into Lessons Using The Tpack Framework, Rachael Patricia Santopietro

Theses and Dissertations

Efforts to improve technology integration for K–12 teaching and learning focus on professional development for teachers. This research study, however, implemented a professional development course in technology integration for educational content writers at a publisher in the Southeastern United States. This research is strategic because most writers surveyed do not integrate technology to align with pedagogy and content, because developing 21st century learning is important, and because educational resources should meet national standards for integrating technology. This action research involved designing and implementing a professional development course that instructed content writers (n = 6) in technology integration using the TPACK …

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Simulation-Based Optimization Of A Dc Microgrid: With Machine-Learning-Based Models And Hybrid Meta-Heuristic Algorithms, Tyler Van Deese Oct 2023

Simulation-Based Optimization Of A Dc Microgrid: With Machine-Learning-Based Models And Hybrid Meta-Heuristic Algorithms, Tyler Van Deese

Theses and Dissertations

The field of economic dispatch (ED) focuses on optimizing power flow in a power system to minimize costs. It has the potential to significantly enhance system effectiveness, and efficiency, and reduce operating costs. Various techniques have been employed to tackle this problem, each with its own strengths and weaknesses. One promising approach is simulation-based optimization (SBO), which allows for accurate modeling of system interactions and improved representation of expected results. However, SBO requires running numerous simulations to identify an optimal solution, and there is a possibility of not achieving the global optimum. This work aims to address these challenges using …

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Electric Freight Transportation System Planning And Truck Operation Optimizations, Xuanke Wu Oct 2023

Electric Freight Transportation System Planning And Truck Operation Optimizations, Xuanke Wu

Theses and Dissertations

The substantial demand for fossil fuel consumption is a significant contributor to greenhouse gas emissions, drawing considerable public attention to health and environmental problems. As a result, vehicle electrification is currently recognized as the most effective approach to reduce CO2 emissions from transportation. However, compared to traditional fossil fuel-powered vehicles, electric vehicles have notable disadvantages, including higher upfront purchasing price, longer recharging time, and most significantly, lower driving ranges. All these challenges can potentially result in increased overall operational costs for logistics companies. This thesis proposes a comprehensive optimization modeling framework for electric freight transportation system planning and operations with …

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Educative Curricular Supports Used To Improve High Cognitive Demand Task Implementation In High-Dosage Mathematics Tutorial, Halley Bowman Oct 2023

Educative Curricular Supports Used To Improve High Cognitive Demand Task Implementation In High-Dosage Mathematics Tutorial, Halley Bowman

Theses and Dissertations

This study used a holistic case study to explore obstacles tutors faced when implementing high cognitive demand (HCD) tasks and the possibility of using embedded educative curricular supports to overcome them. Much prior research has explored using educative supports in classrooms with teachers (Davis et al., 2017), but more research is needed on using educative supports in tutorial. Similarly, prior research has shown that HCD tasks lead to significant mathematical learning but are challenging to facilitate (Stein et al., 1996). Little research explores the use of HCD tasks in tutorials. This study used the theoretical framework that educators and curricular …

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Reactive Molecular Dynamics Of Large Systems: Quantum Dynamics With Adaptable Gaussian Bases; Hydroxide Diffusion In A Polymeric Environment, Mohottige Sachith Prasanga Wickramasinghe Oct 2023

Reactive Molecular Dynamics Of Large Systems: Quantum Dynamics With Adaptable Gaussian Bases; Hydroxide Diffusion In A Polymeric Environment, Mohottige Sachith Prasanga Wickramasinghe

Theses and Dissertations

This dissertation describes our research in theory and applications of reactive molecular dynamics. Quantum dynamics provides the foundation for understanding chemical processes. However, the computational cost of describing a general quantum system scales exponentially with the system size. Thus, an efficient basis representation of wavefunctions is essential. Time-dependent Gaussian bases are often employed to describe the large-amplitude motion of high-dimensional systems. The time dependence of such bases is typically determined by (i) the variational principle or by (ii) classical dynamics. But those approaches have shortcomings due to intrinsic singularity of the variational equations in the full basis limit or due …

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Smart Homes And You: Iot Device Data Risks In An Ever-Changing World, Autumn Person Oct 2023

Smart Homes And You: Iot Device Data Risks In An Ever-Changing World, Autumn Person

Theses and Dissertations

Social media applications are increasingly seen as a national security threat and a cause for concern because they can be used to create user profiles on government personnel and on US citizens. These profiles could be used for big data and artificial intelligence purposes of interest to foreign governments. With the rise of big data and AI being used, foreign governments could use this data for a variety of purposes that can affect normal everyday citizens, not just high value personnel. IoT (Internet of Things) devices that the population uses everyday can also pose the same threat. These devices can …

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Docker Technology For Small Scenario-Based Excercises In Cybersecurity, Zeinab Ahmed Oct 2023

Docker Technology For Small Scenario-Based Excercises In Cybersecurity, Zeinab Ahmed

Theses and Dissertations

This study aims to better prepare students for cybersecurity roles by providing practical tools that bridge the gap between theory and real-world applications. We investigate the role of small scenario-based exercises for students’ understanding of cybersecurity concepts. In particular, we assess the use of Docker technology to deliver training that includes a simple small scenario on html code injection. The effectiveness of scenario-based learning has long been defined and by using SBL, we are going to create hands-on activity that involves the fundamental topics in cybersecurity using Docker technology, allowing students to see the exploitation of the vulnerabilities and defense …

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Teachers’ Perceptions Of The Implementation Of Differentiated Instruction With Grade 3 Students In A School District In Central Georgia, Letasha Pope Oct 2023

Teachers’ Perceptions Of The Implementation Of Differentiated Instruction With Grade 3 Students In A School District In Central Georgia, Letasha Pope

Theses and Dissertations

It is a promotional requirement for grade 3 students to pass the Reading Georgia Milestones Assessment. Teachers are also expected to implement Differentiated Instruction (DI) with their students. The problem addressed in the study was to examine third grade teachers’ perceived effectiveness of Differentiated Instruction with students who must pass the Reading Georgia Milestones Assessment. The purpose of this bounded, case study was to describe teachers’ perceptions of implementing DI with grade 3 students in a school district located in central Georgia. The research paradigm that was used in this study was qualitative. This study included semi structured interviews of …

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Pursuing Culturally Responsive Math Teaching By Secondary Math Educators: A Professional Development Action Research Study, Emily Bell Redding Oct 2023

Pursuing Culturally Responsive Math Teaching By Secondary Math Educators: A Professional Development Action Research Study, Emily Bell Redding

Theses and Dissertations

This action research study examines the use of professional development to build the self-efficacy of secondary math teachers in culturally responsive mathematics teaching (CRMT), with the hope to address achievement gaps of Black and Hispanic students. Seven math teachers from a school division in Southwest Virginia participated in a 9-week professional development that included virtual meetings to learn about CRMT, collaboration with colleagues, classroom applications, and self-reflection. Quantitative and qualitative data were collected throughout the 9 weeks in the forms of questionnaires, meeting transcripts, and reflection journals. The research study results found the professional development to build teacher self-efficacy, especially …

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An Examination Of Physical Literacy: Learning Through A Technology Integrated, Flipped Classroom Approach., Euan M. S. Frew Oct 2023

An Examination Of Physical Literacy: Learning Through A Technology Integrated, Flipped Classroom Approach., Euan M. S. Frew

Theses and Dissertations

Technology integrated, flipped classroom design offers opportunities to engage students on various levels and through meaningful ways. Introducing this learning environment to students at an early age is likely to change their motivation for learning towards physical literacy and influence their lifelong participation in physical activity. The purpose of this action research was to evaluate the implementation of a new technology integrated, Flipped Classroom in a physical education class, to increase eighth -grade students’ physical literacy at an international middle school. The following research questions guided this study: (a) How and to what extent does a technology integrated, flipped classroom, …

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Investigation, Synthesis And Rational Design Of Novel Transuranic Containing Extended Structures, Adrian Thomas Hines Oct 2023

Investigation, Synthesis And Rational Design Of Novel Transuranic Containing Extended Structures, Adrian Thomas Hines

Theses and Dissertations

The use of nuclear technology has proven useful for energy generation and for weapons manufacturing, but disposal and storage of nuclear waste is an ongoing problem. The accumulation of nuclear waste over the past decades has yielded a vast amount of waste that must be dealt with, and with space at interim storage facilities diminishing, it has become increasingly important to find solutions to nuclear waste storage. The vitrification process has been widely accepted as a viable route for immobilization of high-level waste; however, the process is inadequate for complex waste streams and has many drawbacks such as limited waste …

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Antimicrobial Polymers And Small Molecules From Multicyclic Compounds And Engineering Of Sustainable Polymers, Leman Buzoglu Kurnaz Oct 2023

Antimicrobial Polymers And Small Molecules From Multicyclic Compounds And Engineering Of Sustainable Polymers, Leman Buzoglu Kurnaz

Theses and Dissertations

In this dissertation, the synthesis of polymers and small molecules from multicyclic compounds and the development of sustainable polymers from renewable feedstock were investigated. The antimicrobial biomaterials and sustainable polymers were characterized and their properties were discussed. In Chapter 1, the overall background and recent developments of antimicrobial biomaterials and their application were discussed. Later, sustainable polymers from renewable biomass and their synthesis methods were given. Afterward, the main research objectives of this doctoral research study were described. In Chapter 2, the synthesis of multiple charged small molecules from multicyclic compounds was discussed. These compounds were obtained by using various …

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Channel Morphology Of A Leaky Coastal Plain River: The Congaree River, Sc 1884-2022, William Nicholas Logan Oct 2023

Channel Morphology Of A Leaky Coastal Plain River: The Congaree River, Sc 1884-2022, William Nicholas Logan

Theses and Dissertations

Downstream changes in river planform can be associated with changes in geologic controls and often signal changes in channel geometry, bed slope, or bed material grain size. While previous studies documented downstream trends in channel geometry and planform for a variety of rivers, there is a gap in the literature on spatial and temporal trends in channel geometry on the fluvial part of Coastal Plain rivers, i.e., the not-tidally influenced part. The literature highlights the existence of crevasse splays in natural levees that allow floodplain inundation below bankfull conditions as unique feature of channels and floodplains in the Coastal Plain. …

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Novel Approach To In-Situ Mocvd Oxide/Dielectric Deposition For Iii-Nitride-Based Heterojunction Field Effect Transistors, Samiul Hasan Oct 2023

Novel Approach To In-Situ Mocvd Oxide/Dielectric Deposition For Iii-Nitride-Based Heterojunction Field Effect Transistors, Samiul Hasan

Theses and Dissertations

III-Nitride-based compound semiconductors have unique properties such as high bandgap and high breakdown field, which make them attractive for a variety of applications, including high-power and high-frequency electronics and optoelectronics. The most common types of III-Nitride-based field effect transistors (FETs) are aluminum gallium nitride (AlGaN)/gallium nitride (GaN) based, which suffer from some inherent problems such as virtual gate effect, current collapse, gate leakage, etc. The solution to this problem can be the inclusion of a dielectric passivation layer under the gate. However, the addition of the dielectric layer impacts one of the most critical device-controlling parameters, “threshold voltage”, which suffers …

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Understanding The Role Of The Jet Streams And Gulf Stream Eddies On The Northwest Atlantic Marine Heatwaves, Lydia Rose Duncan Sims Oct 2023

Understanding The Role Of The Jet Streams And Gulf Stream Eddies On The Northwest Atlantic Marine Heatwaves, Lydia Rose Duncan Sims

Theses and Dissertations

The Northwest (NW) Atlantic is one of the fastest warming regions in the global ocean and in the recent decade has experienced several extreme temperature events. These extreme anomalous temperature events are known as Marine Heatwaves (MHWs), which are forced by a variety of physical processes that affect the heat source and sink of the water column. These MHWs have been increasing globally in duration and frequency due to anthropogenic warming, and have increased ecological damage seen in mass mortality events of economically viable species. Within the NW Atlantic, several key processes encourage the formation of MHWs, such as the …

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Particle-Free High Spatial Resolution Velocimetry For Slip Flow Detection, Malhar Prasad Joshi Oct 2023

Particle-Free High Spatial Resolution Velocimetry For Slip Flow Detection, Malhar Prasad Joshi

Theses and Dissertations

Microfluidic systems have a wide range of applications, including biomedical devices, lab-on-a-chip technologies, and aerospace propulsion. Understanding and quantifying the slip flow phenomenon in these microscale and nanoscale channels is of paramount importance for precise control and optimization of fluidic processes. Our study presents a novel approach to directly measure the velocities in a microchannel using Laser Induced Fluorescence Photobleaching Anemometer (LIFPA) and Travel Time After Photobleaching Velocimetry (TTAPV). In this experimental study, microchannels with micrometer dimensions were used, and slip flow conditions controlled. The LIFPA-TTAPV approach was applied to measure slip velocities in the near wall regime, providing accurate …

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The Effects Of Learner-Centered Professional Development And Supporting Effective Teaching Practices In Elementary-Level Professional Learning Communities, Lisa Suther Johnson Oct 2023

The Effects Of Learner-Centered Professional Development And Supporting Effective Teaching Practices In Elementary-Level Professional Learning Communities, Lisa Suther Johnson

Theses and Dissertations

This action research study identified the effects of learner-centered professional development (PD) and continuous support of effective teaching practices during professional learning communities (PLCs). This study focused on four specific areas – 1) building the teacher’s content knowledge through PD, 2) providing support for the implementation of culturally relevant pedagogy during PLCs, 3) providing support for the creation of equitable learning environments with learner-centered instruction, and 4) reducing the math anxiety experienced by the teachers. This mixed-methods research design used pre- and post-survey data of third-grade teachers and students, instructional coach interview responses, and students’ post-assessment data to examine how …

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