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2024

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Lessons From A Professional Learning Community: Navigating Tensions While Moving Between Theory And Practice In Teaching Chemistry For Social Justice, Kathryn Ribay Jan 2024

Lessons From A Professional Learning Community: Navigating Tensions While Moving Between Theory And Practice In Teaching Chemistry For Social Justice, Kathryn Ribay

Faculty Research, Scholarly, and Creative Activity

Maintaining a commitment to social justice teaching can be especially challenging when navigating the bureaucratic systems and ever-spiraling responsibilities of the education system. To better understand how social-justice-oriented educators navigate these tensions, this paper uses qualitative methods to investigate the social justice problems of practice identified by five chemistry teachers in a year-long professional learning community. By analyzing the challenges described in their problem-posing segments, I identify seven major themes that represent key sources of tension and possibility as teachers move from theory to practice in teaching chemistry for social justice. These findings indicate that the practical considerations of day-to-day …


Effects Of The Sacramento Neighborhood Alcohol Prevention Project On Rates Of Child Abuse And Neglect 7 Years Post-Implementation (1999–2010), Bridget Freisthler, Jennifer Price Wolf Jan 2024

Effects Of The Sacramento Neighborhood Alcohol Prevention Project On Rates Of Child Abuse And Neglect 7 Years Post-Implementation (1999–2010), Bridget Freisthler, Jennifer Price Wolf

Faculty Research, Scholarly, and Creative Activity

Introduction: Evaluations of alcohol environmental prevention efforts examine short-term effects of these interventions on alcohol-related problems. We examine whether the effects of the Sacramento Neighborhood Alcohol Prevention Project (SNAPP), an alcohol environmental intervention aimed to reduce alcohol-related problems in two neighbourhoods, on child abuse and neglect remained 7 years post-implementation. Methods: SNAPP used a quasi-experimental non-equivalent control group design, where intervention activities occurred in the South area, followed by those in the North area 2 years later. Our sample size is 3912 space–time units (326 census block groups × 12 years [1999–2010]). Outcomes were measured at the household level and …


Classification And Online Clustering Of Zero-Day Malware, Olha Jurečková, Martin Jureček, Mark Stamp, Fabio Di Troia, Róbert Lórencz Jan 2024

Classification And Online Clustering Of Zero-Day Malware, Olha Jurečková, Martin Jureček, Mark Stamp, Fabio Di Troia, Róbert Lórencz

Faculty Research, Scholarly, and Creative Activity

A large amount of new malware is constantly being generated, which must not only be distinguished from benign samples, but also classified into malware families. For this purpose, investigating how existing malware families are developed and examining emerging families need to be explored. This paper focuses on the online processing of incoming malicious samples to assign them to existing families or, in the case of samples from new families, to cluster them. We experimented with seven prevalent malware families from the EMBER dataset, four in the training set and three additional new families in the test set. The features were …


Access To Digital Finance: Equity Crowdfunding Across Countries And Platforms, Saul Estrin, Susanna Khavul, Alexander S. Kritikos, Jonas Löher Jan 2024

Access To Digital Finance: Equity Crowdfunding Across Countries And Platforms, Saul Estrin, Susanna Khavul, Alexander S. Kritikos, Jonas Löher

Faculty Research, Scholarly, and Creative Activity

Financing entrepreneurship spurs innovation and economic growth. Digital financial platforms that crowdfund equity for entrepreneurs have emerged globally, yet they remain poorly understood. We model equity crowdfunding in terms of the relationship between the number of investors and the amount of money raised per pitch. We examine heterogeneity in the average amount raised per pitch that is associated with differences across three countries and seven platforms. Using a novel dataset of successful fundraising on the most prominent platforms in the UK, Germany, and the USA, we find the underlying relationship between the number of investors and the amount of money …


Emergency And Disaster Preparedness For Individuals Who Use Augmentative And Alternative Communication: A Pilot Study On Supported Planning Using A Toolkit, Andrea Barton-Hulsey, Miriam C. Boesch, Yoosun Chung, Tina Caswell, Amy Miller Sonntag, Wendy Quach Jan 2024

Emergency And Disaster Preparedness For Individuals Who Use Augmentative And Alternative Communication: A Pilot Study On Supported Planning Using A Toolkit, Andrea Barton-Hulsey, Miriam C. Boesch, Yoosun Chung, Tina Caswell, Amy Miller Sonntag, Wendy Quach

Faculty Research, Scholarly, and Creative Activity

Purpose: When emergencies or disasters arise, individuals who use augmenta-tive and alternative communication (AAC) are particularly vulnerable. It is critical that individuals who use AAC are supported to make decisions that impact their own lives and are able to communicate during such a crisis. Preparedness efforts that include a plan around communication needs and supports are necessary for ensuring that individuals who use AAC are able to understand options that ensure personal safety and express their needs during a time of crisis. Method: Qualitative methods were used to identify and describe the experi-ences of two young adults who use AAC …


The Effect Of A Night Shift Nap On Post-Night Shift Performance, Sleepiness, Mood, And First Recovery Sleep: A Randomized Crossover Trial, P. Daniel Patterson, Cassie J. Hilditch, Matthew D. Weaver, David G.L. Roach, Tiffany S. Okerman, Sarah E. Martin, Charity G. Patterson, Leonard S. Weiss Jan 2024

The Effect Of A Night Shift Nap On Post-Night Shift Performance, Sleepiness, Mood, And First Recovery Sleep: A Randomized Crossover Trial, P. Daniel Patterson, Cassie J. Hilditch, Matthew D. Weaver, David G.L. Roach, Tiffany S. Okerman, Sarah E. Martin, Charity G. Patterson, Leonard S. Weiss

Faculty Research, Scholarly, and Creative Activity

Objectives This study aimed to test the effect of a 30-minute nap versus a 2-hour nap opportunity taken during a simulated night shift on performance, fatigue, sleepiness, mood, and sleep at the end of shift and during post-night shift recovery. Methods We conducted a randomized crossover trial of three nap conditions (30-minute, 2-hour, and no-nap) during 12-hour simulated night shifts. We tested for differences in performance, fatigue, sleepiness, mood, and sleep during in-lab and at-home recovery. Performance was measured with the Brief Psychomotor Vigilance Test (PVT-B). Subjective ratings were assessed with single-item surveys. Results Twenty-eight individuals consented to participate [mean …


Association Of Dietary Adherence And Dietary Quality With Weight Loss Success Among Those Following Low-Carbohydrate And Low-Fat Diets: A Secondary Analysis Of The Dietfits Randomized Clinical Trial, Michelle E. Hauser, Jennifer C. Hartle, Matthew J. Landry, Priya Fielding-Singh, Cynthia W. Shih, Fei Fei Qin, Joseph Rigdon, Christopher D. Gardner Jan 2024

Association Of Dietary Adherence And Dietary Quality With Weight Loss Success Among Those Following Low-Carbohydrate And Low-Fat Diets: A Secondary Analysis Of The Dietfits Randomized Clinical Trial, Michelle E. Hauser, Jennifer C. Hartle, Matthew J. Landry, Priya Fielding-Singh, Cynthia W. Shih, Fei Fei Qin, Joseph Rigdon, Christopher D. Gardner

Faculty Research, Scholarly, and Creative Activity

Background: Eating a high-quality diet or adhering to a given dietary strategy may influence weight loss. However, these 2 factors have not been examined concurrently for those following macronutrient-limiting diets. Objective: To determine whether improvement in dietary quality, change in dietary macronutrient composition, or the combination of these factors is associated with differential weight loss when following a healthy low-carbohydrate (HLC) or healthy low-fat (HLF) diet. Design: Generally healthy adults were randomly assigned to HLC or HLF diets for 12 mo (n = 609) as part of a randomized controlled weight loss study. Participants with complete 24-h dietary recall data …


The Coulomb Gauge In Non-Associative Gauge Theory, Sergey Grigorian Jan 2024

The Coulomb Gauge In Non-Associative Gauge Theory, Sergey Grigorian

School of Mathematical & Statistical Sciences Faculty Publications

The aim of this paper is to extend existence results for the Coulomb gauge from standard gauge theory to a non-associative setting. Non-associative gauge theory is based on smooth loops, which are the non-associative analogs of Lie groups. The main components of the theory include a finite-dimensional smooth loop L , its tangent algebra l , a finite-dimensional Lie group Ψ , that is the pseudoautomorphism group of L , a smooth manifold M with a principal Ψ -bundle P , and associated bundles Q and A with fibers L and l , respectively. A configuration in this theory is …


Emf Revisited, Art Davis Jan 2024

Emf Revisited, Art Davis

Faculty Research, Scholarly, and Creative Activity

This paper was inspired by a recent publication by Redžíc (2018 Eur. J. Phys. 39 025205) which threw into bold relief the differences between the way Maxwell viewed the current and the way Lorentz visualized it. We make the assumption that for a circuit of laboratory dimensions current (and charge perturbation effects in general) can be assumed to propagate instantaneously around the loop. Our second fundamental assumption is the commonly accepted one that E is the force per unit charge on a stationary charge. We use these facts to make the usual definition of electromotive force more rigorous and to …


Conditional Constrained And Unconstrained Quantization For Probability Distributions, Megha Pandey, Mrinal Kanti Roychowdhury Jan 2024

Conditional Constrained And Unconstrained Quantization For Probability Distributions, Megha Pandey, Mrinal Kanti Roychowdhury

School of Mathematical & Statistical Sciences Faculty Publications

In this paper, we present the idea of conditional quantization for a Borel probability measure P on a normed space Rk. We introduce the concept of conditional quantization in both constrained and unconstrained scenarios, along with defining the conditional quantization errors, dimensions, and coefficients in each case. We then calculate these values for specific probability distributions. Additionally, we demonstrate that for a Borel probability measure, the lower and upper quantization dimensions and coefficients do not depend on the conditional set of the conditional quantization in both constrained and unconstrained quantization.


Modeling The Effect Of Observational Social Learning On Parental Decision-Making For Childhood Vaccination And Diseases Spread Over Household Networks, Tamer Oraby, Andras Balogh Jan 2024

Modeling The Effect Of Observational Social Learning On Parental Decision-Making For Childhood Vaccination And Diseases Spread Over Household Networks, Tamer Oraby, Andras Balogh

School of Mathematical & Statistical Sciences Faculty Publications

In this paper, we introduce a novel model for parental decision-making about vaccinations against a childhood disease that spreads through a contact network. This model considers a bilayer network comprising two overlapping networks, which are either Erdős–Rényi (random) networks or Barabási–Albert networks. The model also employs a Bayesian aggregation rule for observational social learning on a social network. This new model encompasses other decision models, such as voting and DeGroot models, as special cases. Using our model, we demonstrate how certain levels of social learning about vaccination preferences can converge opinions, influencing vaccine uptake and ultimately disease spread. In addition, …


Flow And Stability Of Three-Dimensional Rotating Viscoelastic Jet, Daniel N. Riahi Jan 2024

Flow And Stability Of Three-Dimensional Rotating Viscoelastic Jet, Daniel N. Riahi

School of Mathematical & Statistical Sciences Faculty Publications

We consider rotationally driven nonlinear viscoelastic jet. In contrast to previous unrealistic planar studies with no gravity effect, we investigate here realistic three-dimensional jet with gravity effect. Using theoretical and computational methods, we develop models for such jet and its stability and determine the solutions. We find three-dimensional jet with gravity effect leads to faster and thinner jet. For jet arc length higher than its exit diameter, our calculation with typical parameter values shows that jet radius is smaller by a factor of more than 1.4 and jet speed is higher by factor of more than 2 as are compared …


Assessing Concepts, Procedures, And Cognitive Demand Of Chatgpt-Generated Mathematical Tasks, Bima Sapkota, Liza Bondurant Jan 2024

Assessing Concepts, Procedures, And Cognitive Demand Of Chatgpt-Generated Mathematical Tasks, Bima Sapkota, Liza Bondurant

School of Mathematical & Statistical Sciences Faculty Publications

In November 2022, ChatGPT, an Artificial Intelligence (AI) large language model (LLM) capable of generating human-like responses, was launched. ChatGPT has a variety of promising applications in education, such as using it as thought-partner in generating curricular resources. However, scholars also recognize that the use of ChatGPT raises concerns, such as outputs that are inaccurate, nonsensical, or vague. We, two mathematics teacher educators, engaged in a collaborative self-study using qualitative descriptive approaches to investigate the procedures, concepts, and cognitive demand of ChatGPT-generated mathematical tasks focused on fraction multiplication using the area model approach. We found that the ChatGPT-generated tasks were …


Impact Of Successful Recanalization And Clinical Outcomes Of Patients With Acute Ischemic Stroke With 5 Or More Thrombectomy Passes, Kazutaka Uchida, Mohammad-Mahdi Sowlat, Hidetoshi Matsukawa, Sameh Samir Elawady, Ali Alawieh, Conor Cunningham, Sami Al Kasab, Ilko Maier, Pascal Jabbour, Joon-Tae Kim, Stacey Quintero Wolfe, Ansaar Rai, Robert M Starke, Marios-Nikos Psychogios, Amir Shaban, Adam Arthur, Hugo Cuellar, Jonathan A Grossberg, Daniele G Romano, Omar Tanweer, Justin Mascitelli, Isabel Fragata, Adam Polifka, Joshua Osbun, Roberto Crosa, Charles Matouk, Min S Park, Michael R Levitt, Waleed Brinjikji, Mark Moss, Richard Williamson, Pedro Navia, Peter Kan, Reade De Leacy, Shakeel Chowdhry, Mohamad Ezzeldin, Shinichi Yoshimura, Alejandro M Spiotta, Stroke Thrombectomy And Aneurysm Registry (Star) Collaborators Jan 2024

Impact Of Successful Recanalization And Clinical Outcomes Of Patients With Acute Ischemic Stroke With 5 Or More Thrombectomy Passes, Kazutaka Uchida, Mohammad-Mahdi Sowlat, Hidetoshi Matsukawa, Sameh Samir Elawady, Ali Alawieh, Conor Cunningham, Sami Al Kasab, Ilko Maier, Pascal Jabbour, Joon-Tae Kim, Stacey Quintero Wolfe, Ansaar Rai, Robert M Starke, Marios-Nikos Psychogios, Amir Shaban, Adam Arthur, Hugo Cuellar, Jonathan A Grossberg, Daniele G Romano, Omar Tanweer, Justin Mascitelli, Isabel Fragata, Adam Polifka, Joshua Osbun, Roberto Crosa, Charles Matouk, Min S Park, Michael R Levitt, Waleed Brinjikji, Mark Moss, Richard Williamson, Pedro Navia, Peter Kan, Reade De Leacy, Shakeel Chowdhry, Mohamad Ezzeldin, Shinichi Yoshimura, Alejandro M Spiotta, Stroke Thrombectomy And Aneurysm Registry (Star) Collaborators

Faculty, Staff and Students Publications

Background: As the number of thrombectomy passes increases during endovascular therapy (EVT) for acute stroke, neurointerventionalists must weigh the risks of potential complications against the risk of failing to recanalize the affected vessel. Thus, we investigated the effectiveness and safety of EVT for patients with acute stroke in which ≥5 EVT passes were performed.

Methods: This retrospective cohort study from January 2013 to December 2022 included 31 thrombectomy-capable centers. Patients in whom ≥5 EVT passes were made were included in the analysis. The patients with successful recanalization defined as modified Thrombolysis in Cerebral Infarction ≥2b at 5, 6, 7, or …


Ivermectin, Colleen Aldous, Eleftherios Gkioulekas, Philip Oldfield Jan 2024

Ivermectin, Colleen Aldous, Eleftherios Gkioulekas, Philip Oldfield

School of Mathematical & Statistical Sciences Faculty Publications

No abstract provided.


Brillouin Zones Of Integer Lattices And Their Perturbations, Herbert Edelsbrunner, Alexey Garber, Mohadese Ghafari, Teresa Heiss, Morteza Saghafian, Mathijs Wintraecken Jan 2024

Brillouin Zones Of Integer Lattices And Their Perturbations, Herbert Edelsbrunner, Alexey Garber, Mohadese Ghafari, Teresa Heiss, Morteza Saghafian, Mathijs Wintraecken

School of Mathematical & Statistical Sciences Faculty Publications

For a locally finite set, 𝐴⊆ℝ𝑑 , the 𝑘 th Brillouin zone of 𝑎∈𝐴 is the region of points 𝑥∈ℝ𝑑 for which ‖𝑥−𝑎‖ is the 𝑘 th smallest among the Euclidean distances between 𝑥 and the points in 𝐴 . If 𝐴 is a lattice, the 𝑘 th Brillouin zones of the points in 𝐴 are translates of each other, and together they tile space. Depending on the value of 𝑘 , they express medium- or long-range order in the set. We study fundamental geometric and combinatorial properties of Brillouin zones, focusing on the integer lattice and its perturbations. Our …


On The Center And The Antipode Of The Super-Yangian Of Q(1), Elena Poletaeva Jan 2024

On The Center And The Antipode Of The Super-Yangian Of Q(1), Elena Poletaeva

School of Mathematical & Statistical Sciences Faculty Publications

For the queer Lie superalgebra Q(1), we explicitly describe the center of the super-Yangian Y Q(1) of Q(1) in terms of generators of Y Q(1). We also describe the square of the antipodal map on Y Q(1) and use the antipode to construct an involutive automorphism of Y Q(1).


Gut Pathobiont Enrichment Observed In A Population Predisposed To Dementia, Type 2 Diabetics Of Mexican Descent Living In South Texas, Lisa M Matz, Nisarg S Shah, Laura Porterfield, Olivia M Stuyck, Michael D Jochum, Rakez Kayed, Giulio Taglialatela, Randall J Urban, Shelly A Buffington Jan 2024

Gut Pathobiont Enrichment Observed In A Population Predisposed To Dementia, Type 2 Diabetics Of Mexican Descent Living In South Texas, Lisa M Matz, Nisarg S Shah, Laura Porterfield, Olivia M Stuyck, Michael D Jochum, Rakez Kayed, Giulio Taglialatela, Randall J Urban, Shelly A Buffington

Faculty, Staff and Students Publications

Type 2 diabetes (T2D) is a common forerunner of neurodegeneration and accompanying dementia, including Alzheimer's Disease (AD), yet the mechanisms underlying this comorbidity remain unresolved. Individuals of Mexican descent living in South Texas have increased prevalence of comorbid T2D and early onset AD, despite low incidence of the APOE-ε4 risk variant among the population and an absence of a similar predisposition among relatives residing in Mexico - suggesting a role for environmental factors in coincident T2D and AD susceptibility. We therefore sought to test if differences in gut community structure could be observed in this population prior to any AD …


Posttransplantation Late Complications Increase Over Time For Patients With Scid: A Primary Immune Deficiency Treatment Consortium (Pidtc) Landmark Study, Hesham Eissa, Monica S Thakar, Ami J Shah, Brent R Logan, Linda M Griffith, Huaying Dong, Roberta E Parrott, Richard J O'Reilly, Jasmeen Dara, Neena Kapoor, Lisa Forbes Satter, Sharat Chandra, Malika Kapadia, Shanmuganathan Chandrakasan, Alan Knutsen, Soma C Jyonouchi, Lyndsay Molinari, Ahmad Rayes, Christen L Ebens, Pierre Teira, Blachy J Dávila Saldaña, Lauri M Burroughs, Sonali Chaudhury, Deepak Chellapandian, Alfred P Gillio, Fredrick Goldman, Harry L Malech, Kenneth Desantes, Geoff D E Cuvelier, Jacob Rozmus, Ralph Quinones, Lolie C Yu, Larisa Broglie, Victor Aquino, Evan Shereck, Theodore B Moore, Mark T Vander Lugt, Talal I Mousallem, Joeseph H Oved, Morna Dorsey, Hisham Abdel-Azim, Caridad Martinez, Jacob H Bleesing, Susan Prockop, Donald B Kohn, Jeffrey J Bednarski, Jennifer Leiding, Rebecca A Marsh, Troy Torgerson, Luigi D Notarangelo, Sung-Yun Pai, Michael A Pulsipher, Jennifer M Puck, Christopher C Dvorak, Elie Haddad, Rebecca H Buckley, Morton J Cowan, Jennifer Heimall Jan 2024

Posttransplantation Late Complications Increase Over Time For Patients With Scid: A Primary Immune Deficiency Treatment Consortium (Pidtc) Landmark Study, Hesham Eissa, Monica S Thakar, Ami J Shah, Brent R Logan, Linda M Griffith, Huaying Dong, Roberta E Parrott, Richard J O'Reilly, Jasmeen Dara, Neena Kapoor, Lisa Forbes Satter, Sharat Chandra, Malika Kapadia, Shanmuganathan Chandrakasan, Alan Knutsen, Soma C Jyonouchi, Lyndsay Molinari, Ahmad Rayes, Christen L Ebens, Pierre Teira, Blachy J Dávila Saldaña, Lauri M Burroughs, Sonali Chaudhury, Deepak Chellapandian, Alfred P Gillio, Fredrick Goldman, Harry L Malech, Kenneth Desantes, Geoff D E Cuvelier, Jacob Rozmus, Ralph Quinones, Lolie C Yu, Larisa Broglie, Victor Aquino, Evan Shereck, Theodore B Moore, Mark T Vander Lugt, Talal I Mousallem, Joeseph H Oved, Morna Dorsey, Hisham Abdel-Azim, Caridad Martinez, Jacob H Bleesing, Susan Prockop, Donald B Kohn, Jeffrey J Bednarski, Jennifer Leiding, Rebecca A Marsh, Troy Torgerson, Luigi D Notarangelo, Sung-Yun Pai, Michael A Pulsipher, Jennifer M Puck, Christopher C Dvorak, Elie Haddad, Rebecca H Buckley, Morton J Cowan, Jennifer Heimall

Faculty, Staff and Students Publications

Background: The Primary Immune Deficiency Treatment Consortium (PIDTC) enrolled children in the United States and Canada onto a retrospective multicenter natural history study of hematopoietic cell transplantation (HCT).

Objective: We investigated outcomes of HCT for severe combined immunodeficiency (SCID).

Methods: We evaluated the chronic and late effects (CLE) after HCT for SCID in 399 patients transplanted from 1982 to 2012 at 32 PIDTC centers. Eligibility criteria included survival to at least 2 years after HCT without need for subsequent cellular therapy. CLE were defined as either conditions present at any time before 2 years from HCT that remained unresolved (chronic), …


What’S The Right Move? The Relation Between Relocating And Psychosocial Outcomes Among Latinx College Students, Lisa A. Lozano, Bianca T. Villalobos, Veronica Castro, Juventino Hernandez Rodriguez Jan 2024

What’S The Right Move? The Relation Between Relocating And Psychosocial Outcomes Among Latinx College Students, Lisa A. Lozano, Bianca T. Villalobos, Veronica Castro, Juventino Hernandez Rodriguez

Psychological Science Faculty Publications

The study investigated the role of relocating on the mental health, psychosocial stress, and social support of 159 first- and second-year Latinx college students. Findings revealed students who relocated for college had significantly higher self-reported sense of campus belonging, and social support compared to students who did not relocate. Implications for college readiness organizations and universities with commuter populations are discussed. Future directions to enhance the understanding of Latinx students’ transitionary experiences are also reviewed.

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El estudio investigó la importancia de la reubicación en la salud mental, el estrés psicosocial y el apoyo social de 159 estudiantes universitarios Latinxs …


The Global Partners Program A New International Volunteer Opportunity For Ams Members, Walter Dabberdt, Darrel Baumgardner, Robert Bornstein, Gregory Carmichael, Richard Clark, Jeffrey Collett, Harindra Fernando, Efi Foufoula-Georgiou, Dev Niyogi, Mohan Ramamurthy, Alan Robock, Julie Winkler Jan 2024

The Global Partners Program A New International Volunteer Opportunity For Ams Members, Walter Dabberdt, Darrel Baumgardner, Robert Bornstein, Gregory Carmichael, Richard Clark, Jeffrey Collett, Harindra Fernando, Efi Foufoula-Georgiou, Dev Niyogi, Mohan Ramamurthy, Alan Robock, Julie Winkler

Faculty Research, Scholarly, and Creative Activity

No abstract provided.


Prediction Of Chlorophyll-A As An Index Of Harmful Algal Blooms Using Machine Learning Models, Ibrahim Busari, Debrabata Sahoo, R. Daren Harmel, Brian E. Haggard Jan 2024

Prediction Of Chlorophyll-A As An Index Of Harmful Algal Blooms Using Machine Learning Models, Ibrahim Busari, Debrabata Sahoo, R. Daren Harmel, Brian E. Haggard

Biological and Agricultural Engineering Faculty Publications and Presentations

The complex dynamics of freshwater harmful algal blooms (HABs) necessitate proactive monitoring approaches to mitigate their impacts. The rapid breakthrough in computing prowess and statistical advances is triggering the development of data-driven techniques such as machine learning (ML) models, which have been shown in different fields to be instrumental in finding patterns for explaining relationships in observed data. This study assesses the ability of ML models for HABs monitoring in a lake using chlorophyll-a concentration as the index. The selected models for this study were regression tree, random forest (RF), multilayer perceptron (MLP), support vector regression (SVR), long short-term memory …


Boxes And Tangled Tetrahedra, Hidefumi Katsuura Jan 2024

Boxes And Tangled Tetrahedra, Hidefumi Katsuura

Faculty Research, Scholarly, and Creative Activity

The twin tetrahedron of a given tetrahedron is obtained by circumscribing it by a parallelepiped. However, in general, it is not easy to construct a box that circumscribes a tetrahedron. Actually, constructing a box is equivalent of finding two tangled tetrahedra. We first establish a theorem to construct tangled tetrahedra circumscribed in a box with concurrent diagonals. This generalizes the idea of twin tetrahedra circumscribed in a parallelepiped. And we show that two tetrahedra are twins if and only if they are tangled with concurrent diagonals at the centroid of one of the tetrahedra. We establish a theorem in order …


Sexual Harassment And Employee Identification In Radio Broadcasting, Jillene Krause Jan 2024

Sexual Harassment And Employee Identification In Radio Broadcasting, Jillene Krause

Communication

Sexual harassment is often vaguely defined in policy and the purpose of this study was to learn if employees perceive sexual harassment in vague or specific terms. Exploring radio broadcasting employees was a new area of exploration for the multiple ways employees may identify with their employer: professional, organizational, and group identification (Lammers, Atouba, & Carlson, 2013). For this study I primarily drew on interviews with 17 radio broadcasting employees about sexual harassment definitions and employee identification (profession, organization, and group). A survey instrument was used to collect demographic data and to collect baseline data for identification. Results show that …


A Far-Field Radio Frequency Experimental Exposure System For Yeast: Creating A New Standard, Soraya Nevin Jan 2024

A Far-Field Radio Frequency Experimental Exposure System For Yeast: Creating A New Standard, Soraya Nevin

Electrical and Computer Engineering

This paper presents a framework for investigating the potential effects of radiofrequency (RF) exposure on gene expression and cellular processes. Utilizing Schizosaccharomyces Pombe (S. pombe) as a model organism and specialized equipment to create a standard test environment for continued research in this field. Key methods include environmental monitoring, RF antenna configuration, and power density mapping. Results demonstrate the feasibility of the proposed experimental setup. Future directions involve variations in RF frequency and exposure time, as well as exploring underlying molecular mechanisms. This framework aims to lay the groundwork for future experimentation in this field. It emphasizes the need for …