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Graduate Theses, Dissertations, and Problem Reports (ETD)

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The Immediate Effects Of The Nunee Patellar Support On Individuals With Patellofemoral Pain Syndrome, Nick Linn Jan 2023

The Immediate Effects Of The Nunee Patellar Support On Individuals With Patellofemoral Pain Syndrome, Nick Linn

Graduate Theses, Dissertations, and Problem Reports (ETD)

Patellofemoral pain syndrome (PFPS) is a common form of anterior knee pain caused by general overuse, muscular weakness or strength imbalances, and poor movement coordination leading to abnormal alignment or mal-tracking of the patella. Recent guidelines do not recommend the use of a knee orthosis due to a lack of evidence supporting their effectiveness. A new patellar support (NuNee, K-Neesio LLC.) which uses distraction force to relieve pressure placed on the patella, has been proposed. The purpose of this study was to examine the immediate effects of the NuNee patellar support on perceived pain, biomechanics, and function in individuals with …


Essays In Applied Microeconomics, Joshua C. Martin Jan 2023

Essays In Applied Microeconomics, Joshua C. Martin

Graduate Theses, Dissertations, and Problem Reports (ETD)

The first chapter examines the role that same-sex marriage legalization had on the number of adoptions of children from foster care in the United States. We do so by employing a synthetic difference-in-differences estimator which leverages both the differential timing of these laws across states and the subsequent wave of state-level legal protections which give foster-care agencies the right to deny service to same-sex couples based on religiously-held beliefs. Using highly detailed, county-level data of nearly 20 million children in the foster care system from 1995-2020, our findings reveal that same-sex marriage legalization led to a 3.8%-5.9% increase in the …


Right Treatment Wrong Time: Immunotherapy Administration Post-Radiotherapy Decreases Tumor Burden In A Preclinical Model Of Brain Metastasis, Kathryn Elizabeth Blethen Jan 2023

Right Treatment Wrong Time: Immunotherapy Administration Post-Radiotherapy Decreases Tumor Burden In A Preclinical Model Of Brain Metastasis, Kathryn Elizabeth Blethen

Graduate Theses, Dissertations, and Problem Reports (ETD)

This dissertation (a) provided an in-depth literature review of methods to modulate the blood-brain and blood-tumor barriers to increase drug delivery and efficacy in brain metastases, (b) evaluated the effects of whole-brain radiation therapy on the blood-brain barrier in immunocompetent and immunocompromised mouse models and proposed a mechanism by which the immune response to radiation disrupts the blood-brain barrier, and (c) developed a syngeneic lung cancer brain metastasis model to determine the impact of coordinated immunotherapy administration with radiotherapy. The blood-brain barrier is an impediment to drug delivery to the brain. The inherent leakiness of the blood-tumor barrier does not …


Comparison Of Skeletal Class Iii Malocclusion Facial-Shape Subtypes Between Caucasian, African American, And Hispanic Populations, Rachel Katherine Huffman Jan 2023

Comparison Of Skeletal Class Iii Malocclusion Facial-Shape Subtypes Between Caucasian, African American, And Hispanic Populations, Rachel Katherine Huffman

Graduate Theses, Dissertations, and Problem Reports (ETD)

Abstract

Comparison of Skeletal Class III Malocclusion Facial-Shape Subtypes Between

Caucasian, African American, and Hispanic Populations

Rachel K. Huffman, DMD

Introduction: The development of a skeletal Class III malocclusion (Cl III) is complex as it can arise from the overgrowth of the mandible, undergrowth of the maxilla, or a combination of the two. To understand the heterogeneity of this trait clinically, studies have been conducted using facial shape analysis (e.g., Geometric morphometrics (GeoMorph)) of Caucasian and Asian populations to learn more about the principal shapes. Little is known, however, about the predominant principal shape components of Cl III within African …


Elucidation Of The Role Of Agouti-Signaling Protein Throughout Folliculogenesis And Early Embryonic Development In Cattle, Heather L. Chaney Jan 2023

Elucidation Of The Role Of Agouti-Signaling Protein Throughout Folliculogenesis And Early Embryonic Development In Cattle, Heather L. Chaney

Graduate Theses, Dissertations, and Problem Reports (ETD)

The oocyte expresses certain genes during folliculogenesis to regulate the acquisition of oocyte competence. Oocyte competence, which refers to the presence of imperative molecular factors in the oocyte that are critical for high oocyte quality, is directly related to the ability of the oocyte to result in a successful pregnancy following fertilization. Over the past few decades, the development and optimization of assisted reproductive technologies, particularly in vitrofertilization, have enabled the beef and dairy industries to advance cattle genetics and productivity. However, only approximately 40% of bovine embryos will develop to the blastocyst stage in vitro. In addition, bovine embryos …


Gender Inclusivity In Italian: Can Gender Neutrality Be Reached In A Gendered Language? Difficulties, Proposals And Public Perception Of The Phenomenon, Gaia Prunotto Jan 2023

Gender Inclusivity In Italian: Can Gender Neutrality Be Reached In A Gendered Language? Difficulties, Proposals And Public Perception Of The Phenomenon, Gaia Prunotto

Graduate Theses, Dissertations, and Problem Reports (ETD)

Italian is a gendered language in which reference to grammatical gender has been constant and inevitable. As language reflects and shapes society, grammatical gender reinforces binary views of social gender and the invizibilization of non-binary identities. Movements for social justice have inspired gender-fair linguistic innovations, such as the feminization of job titles and gender-neutral markers, to promote gender equity and challenge hierarchies of power and dominance in society. This research aimed to explore gender-neutral forms in the Italian grammatical system and public perceptions of these innovations through two studies with two groups of participants.

The first group of participants (n=27) …


Understanding Mentorship In Undergraduate Research: Three Perspectives On Experiencing, Conceptualizing, And Contextualizing Mentorship, Carinna F. Ferguson Jan 2023

Understanding Mentorship In Undergraduate Research: Three Perspectives On Experiencing, Conceptualizing, And Contextualizing Mentorship, Carinna F. Ferguson

Graduate Theses, Dissertations, and Problem Reports (ETD)

This dissertation aimed to explore mentorship in undergraduate research (UR) contexts. Specifically, the work aimed to provide three perspectives of mentorship from the perspectives of both mentors and mentees in undergraduate research. These three studies contributed to a greater understanding of the experiences, conceptualizations, and contextual factors that impact mentorship in the UR setting.

Highlighted in the first study were the storied experiences of eight faculty members who had served as a mentor to undergraduate students at a mid-Atlantic, research-intensive university from a range of research disciplines. Results of the first study highlighted the impact of faculty members’ initial and …


Social Comparison Theory: The Effects Athletic Influencers Have On An Appalachian Generation Z Men Audience, Aaron David Dickens Jan 2023

Social Comparison Theory: The Effects Athletic Influencers Have On An Appalachian Generation Z Men Audience, Aaron David Dickens

Graduate Theses, Dissertations, and Problem Reports (ETD)

Many studies have highlighted how social comparison can influence self-efficacy for exercise, body dissatisfaction, and motivation to exercise, especially on social media; in addition, several studies have supported how attitude toward exercise and confidence toward exercise correlate with one another. However, these dependent variables have not been examined in the context of Generation Z men in Appalachia. Despite the lack of literature on this demographic, it is important to study Generation Z Appalachian men because of the frequent health problems this demographic faces, such as obesity. Therefore, this pretest-posttest between-subjects lab experiment investigated how an athletic influencer on social media …


Augmented Reality And Mobile Systems For Heavy Equipment Operators In Surface Mining, Juan David Valencia Quiceno Jan 2023

Augmented Reality And Mobile Systems For Heavy Equipment Operators In Surface Mining, Juan David Valencia Quiceno

Graduate Theses, Dissertations, and Problem Reports (ETD)

U.S. federal laws mandate that mining companies ensure a safe workplace, implement approved training programs, and promptly report work-related injuries. The mining industry's commitment to innovation reflects a history of adopting advancements to enhance environmental sustainability, workplace safety, and overall productivity, while simultaneously reducing operational costs. This thesis proposes the integration of Augmented Reality (AR) technology and digital applications to enhance the surface mining industry, presenting two innovative solutions: an AR Training System and an Operational Digital System. These business solutions have been developed and applied at a surface mine in the southwest of the US, having the potential to …


Longitudinal Oxygen Imaging In 3d (Bio)Printed Models, Ryan Curtis O'Connell Jan 2023

Longitudinal Oxygen Imaging In 3d (Bio)Printed Models, Ryan Curtis O'Connell

Graduate Theses, Dissertations, and Problem Reports (ETD)

Electron paramagnetic resonance (EPR), and its molecular imaging modality, is a powerful tool to noninvasively map various biological and chemical markers within objects of interest. Reliable data acquisition is a major impeding factor for longitudinal hands-off measurements. Measurements are especially challenging in biomedical applications, as live objects are not static. Frequent changes occur that require constant fine recalibration of the EPR detection system, called the resonator. To enable longitudinal imaging, a technology permitting automatic digital control of resonator coupling, tuning, and EPR data acquisition was developed. Automation was achieved through the utilization of a microcontroller and digital peripheral components such …


Evaluating Innovative Methods Of Quantitatively Linking Microbial Community Structure To Ecosystem Function, Jeth Gv Walkup Jan 2023

Evaluating Innovative Methods Of Quantitatively Linking Microbial Community Structure To Ecosystem Function, Jeth Gv Walkup

Graduate Theses, Dissertations, and Problem Reports (ETD)

Microbial functional diversity is the product of community structure and intraspecific trait variation. Due to microbial diversity and limited availability of microbial trait measurements, it has been challenging to quantitatively link community structure to microbial function. Although community-level activity rates vary with community composition, issues in the scale of their measurement inhibit our understanding of their relationship. Quantitative stable isotope probing (qSIP) is a method for quantitatively measuring taxon-specific microbial traits, providing new opportunities to apply trait-based approaches for studying microbial ecology. Quantitative microbial trait data from these experiments enables the functional characterization of microbial communities, potentially enabling the extrapolation …


Adventures In Flute Playing: A Literature Survey And Anticipated Beginning Flute Method, Sammy Holloman Jan 2023

Adventures In Flute Playing: A Literature Survey And Anticipated Beginning Flute Method, Sammy Holloman

Graduate Theses, Dissertations, and Problem Reports (ETD)

This Literature Survey will investigate 10 method books used by beginning flute students, aged 6-13, in the United States. In this survey, books will be analyzed to identify which musical concepts are covered and their overall methodical approach. Comprehensive graphs are offered in the Appendix to provide readers brief contextual information on the books analyzed.

The results from this survey have influenced the creation of my beginning flute method, Adventures in Flute Playing, which incorporates exercises that are less commonly found in the method books being used today. Adventures in Flute Playing will consist of a series of online videos …


Methods For Analyzing Physics Student Retention And Physics Curricula, John Darrell Hansen Jan 2023

Methods For Analyzing Physics Student Retention And Physics Curricula, John Darrell Hansen

Graduate Theses, Dissertations, and Problem Reports (ETD)

Retention of students in college has been a concern of academic institutions for many years. In the last two decades, the focus on student retention in STEM fields has intensified. The current graduation rate of students in science, technology, engineering and mathematics (STEM) fields is well below that required to fill the projected need of STEM professionals. The work presented in this dissertation investigates the problem of student retention in physics programs. Four studies were performed. The first identifies the relationships between student retention and pre-college and early-college academic factors at an eastern U.S. university using logistic regression and Bayesian …


Localization Of People In Gnss-Denied Environments Using Neural-Inertial Prediction And Kalman Filter Correction, Lauren N. Cash Jan 2023

Localization Of People In Gnss-Denied Environments Using Neural-Inertial Prediction And Kalman Filter Correction, Lauren N. Cash

Graduate Theses, Dissertations, and Problem Reports (ETD)

This thesis presents a method based on neural networks and Kalman filters for estimating the position of a person carrying a mobile device (i.e., cell phone or tablet) that can communicate with static UWB sensors or is carried in an environment with known landmark positions. This device is used to collect and share inertial measurement unit (IMU) information — which includes data from sensors such as accelerometers, gyroscopes, and magnetometers — and UWB and landmark information. The collected data, in combination with other necessary initial condition information, is input into a pre-trained deep neural network (DNN) which predicts the movement …


Manganese-Based A-Site High-Entropy Perovskite Oxides For Solar Thermochemical Hydrogen Production, Cijie Liu Jan 2023

Manganese-Based A-Site High-Entropy Perovskite Oxides For Solar Thermochemical Hydrogen Production, Cijie Liu

Graduate Theses, Dissertations, and Problem Reports (ETD)

Non-stoichiometric perovskite oxides have been studied as a new family of redox oxides for solar thermochemical hydrogen (STCH) production owing to their favourable thermodynamic properties. However, conventional perovskite oxides suffer from limited phase stability and kinetic properties, and poor cyclability. Here, we report a strategy of introducing A-site multi-principal-component mixing to develop a high-entropy perovskite oxide, (La1/6Pr1/6Nd1/6Gd1/6Sr1/6Ba1/6)MnO3 (LPNGSB_Mn), which shows desirable thermodynamic and kinetics properties as well as excellent phase stability and cycling durability. LPNGSB_Mn exhibits enhanced hydrogen production (~77.5 mmol moloxide–1) compared to (La …


The Percussionist's Guide To Music Theory Fundamentals, Mckenna M. Lee Jan 2023

The Percussionist's Guide To Music Theory Fundamentals, Mckenna M. Lee

Graduate Theses, Dissertations, and Problem Reports (ETD)

The research priorities that I have established as a theorist, percussionist, and an instructor of both, have led me to a master's thesis project combining music theory practices within the study and performance of percussion repertoire. As the graduate assistant of the percussion department at West Virginia University, I have been teaching applied orchestral percussion lessons and leading percussion ensembles. In my experience, a number of first-year percussionists in the studio at WVU have had a limited background with reading definite pitches on the staff, and struggle with sight-reading and pitch identification, therefore making their Written I and Aural I …


Improving The Health And Safety Of Manufacturing Workers By Detecting And Addressing Personal Protective Equipment (Ppe) Violations In Real-Time With The Use Of Automated Ppe Detection Technology, Joseph Olufemi Fasinu Jan 2023

Improving The Health And Safety Of Manufacturing Workers By Detecting And Addressing Personal Protective Equipment (Ppe) Violations In Real-Time With The Use Of Automated Ppe Detection Technology, Joseph Olufemi Fasinu

Graduate Theses, Dissertations, and Problem Reports (ETD)

The Centers for Disease Control and Prevention (CDC) emphasized that Personal Protective Equipment (PPE) can significantly reduce the risk of occupational injuries and illnesses. However, improper use, failure to use, and other PPE-related violations can still result in injuries and fatalities. Eye and face protection violation has been one of the top 10 most frequently violated OSHA standards in fiscal years 2018, 2019, 2020, 2021 and 2022 consecutively. A common practice among safety professionals to ensure PPE compliance has been to physically inspect or monitor PPE usage among workers, which has been found to be unsustainable on a continuous real-time …


Using Aromatherapy For Comfort, Ease, And Stress For Adults Being Treated For Substance Use Disorder In North Central Appalachia: A Randomized Controlled Trial, Marian E. Reven Jan 2023

Using Aromatherapy For Comfort, Ease, And Stress For Adults Being Treated For Substance Use Disorder In North Central Appalachia: A Randomized Controlled Trial, Marian E. Reven

Graduate Theses, Dissertations, and Problem Reports (ETD)

Background:Those in treatment for substance use disorder (SUD) face significant challenges and express the need for enhanced support for comfort to be successful. There is growing interest in integrative modalities such as aromatherapy using essential oils to support health.

Purpose: The purpose of this study was two-fold. First, to see if there was an increase in comfort and ease, and a decrease in stress in those who used an aroma inhaler with Citrus bergamia (Bergamot) essential oil. Second, to determine the feasibility of the intervention.

Method: This study was founded upon an integrated theoretical framework combining the theory of …


A Randomized Controlled Trial Comparing Pcit-Toddler, Circle Of Security, And Waitlist Controls To Improve Child And Caregiver Emotion Regulation, Robin Choi Han Jan 2023

A Randomized Controlled Trial Comparing Pcit-Toddler, Circle Of Security, And Waitlist Controls To Improve Child And Caregiver Emotion Regulation, Robin Choi Han

Graduate Theses, Dissertations, and Problem Reports (ETD)

Emotion regulation is an important developmental task during toddlerhood that is associated with positive psychosocial outcomes (Zeman et al., 2006). The development of adaptive emotion regulation during early childhood occurs largely within the context of a supportive caregiver-child relationship (Morris et al., 2007). Thus, parent-mediated interventions are a promising medium through which emotion regulation problems in toddlers can be treated. However, few interventions specifically designed to treat behavioral and emotion regulation difficulties are available for children in the toddler age range, and these interventions have yet to establish a solid evidence base supporting their efficacy. To fill this gap in …


Investigation Of An Implementation Of Mastery Grading Utilizing Revision And Oral Follow-Up Assessment In An Introduction-To-Proof Course, Nurul Wahyuni Jan 2023

Investigation Of An Implementation Of Mastery Grading Utilizing Revision And Oral Follow-Up Assessment In An Introduction-To-Proof Course, Nurul Wahyuni

Graduate Theses, Dissertations, and Problem Reports (ETD)

The traditional grading method that utilizes partial credit often falls short of effectively measuring students’ mastery of course material. To address this issue, this study explores the implementation of mastery grading, designed and enacted by the instructor in an introduction-to-proof course. The mastery grading conducted utilized a revision assessment together with an oral follow-up assessment as a mode of reassessing students’ mastery. The objectives of this study were to obtain a thorough narrative of the way the instructor ran the assessment and to evaluate students’ progress throughout the assessment process.

This dissertation is comprised of two distinct studies, both utilizing …


Investigating The Change In Pavement Cracking Data Due To Automated Data Collection Methods, Faisal Quibria Chowdhury Jan 2023

Investigating The Change In Pavement Cracking Data Due To Automated Data Collection Methods, Faisal Quibria Chowdhury

Graduate Theses, Dissertations, and Problem Reports (ETD)

Data collection on pavement surface cracks is crucial for the state Departments of Transportation (DOTs) to make informed decisions on maintenance, repair, and rehabilitation (MR&R) activities. The collected cracking data is translated into a pavement performance indicator to assess the condition of pavement sections and identify MR&R needs based on predetermined threshold values set by the state DOTs. State DOTs have transitioned from manual to automated data collection as automation offers many advantages over manual data collection, such as improved data collection rates, efficiency, cost reduction, and safety. As the state DOTs have integrated automated data into the pavement performance …


State Estimation, Covariance Estimation, And Economic Optimization Of Semi-Batch Bioprocesses, Ronald Hunter Alexander Jan 2023

State Estimation, Covariance Estimation, And Economic Optimization Of Semi-Batch Bioprocesses, Ronald Hunter Alexander

Graduate Theses, Dissertations, and Problem Reports (ETD)

One of the most critical aspects of any chemical process engineer is the ability to gather, analyze, and trust incoming process data as it is often required in control and process monitoring applications. In real processes, online data can be unreliable due to factors such as poor tuning, calibration drift, or mechanical drift. Outside of these sources of noise, it may not be economically viable to directly measure all process states of interest (e.g., component concentrations). While process models can help validate incoming process data, models are often subject to plant-model mismatches, unmodeled disturbances, or lack enough detail to track …


Producing Hardwood Cross - Laminated Timber (Hclt) Mats From Low Grade Red Oak Lumber, Jonathan R. Norris Jan 2023

Producing Hardwood Cross - Laminated Timber (Hclt) Mats From Low Grade Red Oak Lumber, Jonathan R. Norris

Graduate Theses, Dissertations, and Problem Reports (ETD)

The use of cross-laminated timber (CLT) has significantly grown in North America, but hardwood species have not yet been deemed a viable material to manufacture CLT panels, whereas, softwood species continue to serve as the only approved material for CLT in structural applications according to ANSI/APA PRG-320. In order to introduce hardwoods into the CLT market, we must develop non-structural CLT products that utilize low grade lumber from hardwood species. This allows hardwood manufacturers to enter the CLT market without certification, while also displaying the strength and beauty of the hardwood resources found within this region.

Of the hardwood species …


Advancing Medical Technology For Motor Impairment Rehabilitation: Tools, Protocols, And Devices, Matthew Yough Jan 2023

Advancing Medical Technology For Motor Impairment Rehabilitation: Tools, Protocols, And Devices, Matthew Yough

Graduate Theses, Dissertations, and Problem Reports (ETD)

Excellent motor control skills are necessary to live a high-quality life. Activities such as walking, getting dressed, and feeding yourself may seem mundane, but injuries to the neuromuscular system can render these tasks difficult or even impossible to accomplish without assistance. Statistics indicate that well over 100 million people are affected by diseases or injuries, such as stroke, Parkinson’s Disease, Multiple Sclerosis, Cerebral Palsy, peripheral nerve injury, spinal cord injury, and amputation, that negatively impact their motor abilities. This wide array of injuries presents a challenge to the medical field as optimal treatment paradigms are often difficult to implement due …


Use Of Carbonation For Treatment Of Coal Mine Drainage To Increase Limestone Dissolution And Generate Alkalinity, Dietrich Henry Kuhlmann Iv Jan 2023

Use Of Carbonation For Treatment Of Coal Mine Drainage To Increase Limestone Dissolution And Generate Alkalinity, Dietrich Henry Kuhlmann Iv

Graduate Theses, Dissertations, and Problem Reports (ETD)

Abstract

Use of Carbonation for Treatment of Coal Mine Drainage to Increase Limestone Dissolution and Generate Alkalinity

Dietrich Kuhlmann IV

Anoxic limestone drains (ALDs) are a common component used within passive treatment systems for coal mine drainage (CMD). Contact between limestone aggregate and CMD results in limestone dissolution, producing carbonate alkalinity. Though ALDs are one of the least expensive CMD treatment technologies, alkalinity generation is limited by limestone solubility. This necessitates a long retention time (>12 hours) and sometimes results in net acidic effluent which requires additional alkalinity generation steps downstream. One way to increase calcite dissolution and alkalinity …


A Comparative Analysis Of Coastdown Testing Methods From An Electric Drive Unit Engagement Perspective Using A Student-Designed Parallel Hybrid Electric Vehicle, Dawson Everett Dunnuck Jan 2023

A Comparative Analysis Of Coastdown Testing Methods From An Electric Drive Unit Engagement Perspective Using A Student-Designed Parallel Hybrid Electric Vehicle, Dawson Everett Dunnuck

Graduate Theses, Dissertations, and Problem Reports (ETD)

Coastdown testing and road load determination are pivotal parts of the automotive design process. Vehicle manufacturers and independent companies perform and analyze road loads determined through a coastdown or similar method to determine a vehicle’s road load for modeling and EPA certification. For a traditional coastdown, the vehicle’s drivetrain must be disconnected through a clutch between the engine and the transmission while traveling at a high rate of speed to place the vehicle in neutral. This changes for hybrid and electric vehicles. Some hybrid, and most electric, vehicles delivered to customers do not have this clutch action to grant the …


A Study Of Six Selected Piano Variations By Czerny, Hao Zhang Jan 2023

A Study Of Six Selected Piano Variations By Czerny, Hao Zhang

Graduate Theses, Dissertations, and Problem Reports (ETD)

This research paper is focused on the piano variations by Carl Czerny (1791-1857), with discussion and analysis of six among his 180 sets of piano variations. These six sets of variations include: Les charmes de l'amitié (Charms of Friendship), Op. 55; Variations on a Theme from Oberon, Op. 134; Introduction and Variations on La muette de Portici, Op. 208; Variations brillantes sur un thème favori de l'opéra Hans Heiling de Henri Marschner, Op. 341; Variations on a Motif by Ch. L. Hoffmann, “Souvenir de Boieldieu,” Op. 352; and Eisenbahn Variationen (Variations on a Waltz by Strauss), Op. 431. These …


Localized Delivery Of Gm-Csf In The Regulation Of Breast Tumor Oxygen And Anti-Tumor Immunity Through Macrophages, Nicole E. Mihalik Jan 2023

Localized Delivery Of Gm-Csf In The Regulation Of Breast Tumor Oxygen And Anti-Tumor Immunity Through Macrophages, Nicole E. Mihalik

Graduate Theses, Dissertations, and Problem Reports (ETD)

GM-CSF has been employed as an adjuvant to cancer immunotherapies in solid tumors due to its ability to drive immune stimulatory macrophages and other myeloid cells that promote anti-tumor responses. However, GM-CSF does not always exert immune stimulatory effects on myeloid cells, and sometimes even drives immune suppressive phenotypes. GM-CSF effects on myeloid cells and the tumor microenvironment (TME) appear to vary across dosages and even cancer types. However, an optimal dosing regimen for GM-CSF has yet to be determined to-date, and this is further complicated by the fact that GM-CSF is often administered via oncolytic viruses or tumor vaccines …


The Uncertain Future Of Landscapes Subjected To Mountaintop Removal Mining, Samuel James Bower Jan 2023

The Uncertain Future Of Landscapes Subjected To Mountaintop Removal Mining, Samuel James Bower

Graduate Theses, Dissertations, and Problem Reports (ETD)

Increased erosion following human land disturbance is a global issue for ecosystem health and land management. Mountaintop removal (MTR) mining – a type of surface mining predominately found in the Central Appalachian Coalfields region – is one of the most significant examples of human perturbation to a natural landscape. A post-MTR landscape, when compared to its natural state, has significantly different erosive potential due to the rearrangement of topography from mining and reclamation practices. Removal of vegetation and alterations to soil further influence erosion by raising the effective erodibility of substrate subjected to MTR. We quantify the changes in erosion …


Machine Learning For Biosensors, Gayathri Anapanani Jan 2023

Machine Learning For Biosensors, Gayathri Anapanani

Graduate Theses, Dissertations, and Problem Reports (ETD)

Biosensors have become increasingly popular as diagnostic tools due to their ability to detect and quantify biological analytes in a wide range of applications. With the growing demand for faster and more reliable biosensing devices, machine learning has become a valuable tool in enhancing biosensor performance. In this report, we review recent progress in the application of machine learning to biosensors. We discuss the potential benefits of using machine learning in biosensors, including improved sensitivity, selectivity, and accuracy. We also discuss the various machine learning techniques that have been applied to biosensors, including data preprocessing, feature extraction, and classification and …