Digital Commons Network^™

Practical On-Device Intelligence For Resource-Constrained Embedded And Wearable Devices, Xiao Ma

Dissertations and Theses Collection (Open Access)

Embedded and wearable devices increasingly rely on deep neural networks to support intelligent sensing applications directly on the device. However, building practical on-device intelligence remains challenging throughout the deployment lifecycle. Before deployment, models must remain accurate despite severe memory, computation, and energy budgets, and a single device often needs to support multiple sensing applications without deploying a separate model for each application. After deployment, the device continues to operate in changing real-world environments, where shifts in data distribution can degrade the model’s performance over time, so the model must be able to adapt to such shifts efficiently.

The first challenge …

Membrane Progestin Receptors Α And Β (Paqr7 And 8) Are Necessary For Oogenesis In Zebrafish, Md. Almamun Farid, Md. Razain Tanvir, Takumi Mouri, Eisei Tsutsumi, Md. Sohanur Rahman Sohan, Md. Ekramul Hasan, Md Saydur Rahman, Chihiro Yamamoto, Akiteru Maeno, Toshinobu Tokumoto

School of Integrative Biological & Chemical Sciences Faculty Publications

Paqr7 and paqr8 are genes encoding membrane progestin receptor αand β (mPRα and mPRβ, respectively), which are currently classified as members of the progestin and adipoQ receptor (PAQR) family. For mPRα, the first identified mPR gene, there are two paralogs in zebrafish, paqr7a and paqr7b. In order to elucidate the physiological functions of the mPR subtypes, we created gene knockout (KO) fish by editing seven paqr genes in zebrafish and analyzing their phenotypes. The null-mutant strains of paqr7a, paqr7b, and paqr8 presented no significant abnormalities in reproductive functions. Thus, we generated a triple-gene knockout (TKO) strain of …

Parkinson's Disease: Immunometabolic Control Points Across Neural, Vascular, And Peripheral Systems, Y Narvaez Irizarry Felix, Alondr M. Bermudez Adorno, Boris Ermolinsky, Lilia Kucheryavykh, Mikhail Inyushin

School of Integrative Biological & Chemical Sciences Faculty Publications

Parkinson's disease (PD) is a progressive neurodegenerative disorder most associated with degeneration of dopaminergic neurons in the substantia nigra pars compacta. Increasing clinical and experimental evidence, however, indicates that PD is a multisystem disease in which immune, metabolic, vascular, and peripheral nervous system dysfunction precede and shape motor circuit failure. Nonmotor manifestations, including olfactory impairment, sleep and autonomic disturbances, gastrointestinal dysfunction, and cognitive decline, often arise years before motor diagnosis, highlighting pathogenic mechanisms beyond dopamine deficiency alone. In this review, we synthesize evidence supporting the view that PD represents a disorder of chronic immunometabolic dysregulation rather than isolated neuronal loss. …

Water-Heated Maisotsenko Cycle Humidifiers: A Component-Level Study On Evaporation And Exit Brine Concentration, Omar Abdulfattah Farag Omar A. Farag

Renewable Mechanical Energy

Maisotsenko-cycle (M-cycle) Heat-and-Mass Exchangers (HMXs) are usually assessed as part of complete cooling or desalination systems, which makes the behaviour of the humidifier itself difficult to distinguish. Here, a validated model is used to examine a water-heated M-cycle humidifier as an independent component. Inlet saline-water temperature, ambient temperature, Relative Humidity (RH), and water-to-air Mass-flow Ratio (MR) were varied, and performance was described by Water Evaporation Rate (WER), outlet-air specific humidity, and outlet brine salinity. Water heating and a larger MR produced the strongest increase in moisture addition because they maintained a warmer water film and greater transfer potential. At fixed …

The Tension Of Retention And Retirement: A Narrative Study Of Full-Time Nursing Faculty Within Five Years Of Retirement At Public, Four-Year Institutions In Texas, Shelley Hunt

Electronic Theses and Dissertations

This narrative inquiry, qualitative study explored the retirement decision-making process of nursing faculty at public, four-year institutions who were within five years of retirement. Through purposive sampling, 11 participants across eight institutions consented to participate and were interviewed via Zoom. Due to the nursing faculty shortage, the researcher hypothesized that nursing faculty nearing retirement may be retiring not only as a natural progression of their career but also because of factors that lead other early and mid-career faculty members to leave academia. Through thematic analysis, four themes emerged: Finding Meaning and Fulfillment in the Nurse Faculty Role, Institutional Factors Shaping …

Feasibility And Acceptability Of An Occupation‑Based Telehealth Intervention For Cancer Survivors: A Pilot Randomized Controlled Trial, Bernard A. Muriithi, Milan Bimali, Mario Schootman

Occupational Therapy Faculty Scholarship

Introduction

Cancer survivors frequently experience occupational performance challenges during early survivorship, and telehealth may offer a feasible approach to deliver interventions during this period.

Methods

This pilot randomized controlled trial included 17 adults in the first year following breast or prostate cancer diagnosis, assigned to the ActiveHeal Cancer Program (ACP) or a control group. ACP consisted of six 75‑minute occupation‑focused virtual group sessions and weekly follow‑up telephone calls delivered by occupational therapists over 12 weeks. Control participants attended three brief virtual meetings without therapeutic intervention. Feasibility and acceptability were assessed using validated measures, attendance, and completion rates. The exploratory outcomes …

Dynamics Of High-Growth Young Firms And The Role Of Venture Capitalists, Yoshiki Ando

Research Collection School Of Economics

Motivated by the substantial growth and upfront investments of venture capital (VC)-backed firms observed in administrative US Census data, this study develops a life-cycle firm dynamics model. In the model, startups choose the source of financing from VC, angel investors, or banks, depending on their growth potential, and invest in innovation. The calibrated model explains the life-cycle dynamics of firms with different sources of financing and suggests that venture capitalists' managerial advice accounts for around 22% of the growth in VC-backed firms. A counterfactual economy without VC financing would experience an aggregate consumption loss of around 0.46%.

Inclusion, Diversity, Equity, And Access Annual Report, Fiscal Year 2026, Joshua Altshuler, April Anderson-Zorn, Elizabeth Babin, Karmine Beecroft, Chad E. Buckley, Leah Gutierrez, Ellie Harman, Laura Killingsworth, Heather Koopmans, Joshua Newport, Ryan Peters, Seth Peterson, Lindsey Skaggs, Caitlin Stewart, Eric Willey, Angela Yon

Reports and White Papers - Milner Library

Report of Milner Library's activities and initiatives related to Inclusion, Diversity, Equity, and Access in Fiscal Year 2026. Compiled by the IDEA Committee.

Harnessing Kenyan Aquaculture Through Social Media: Impacts, Challenges And Strategic Directions, Domitila Kyule, Jonathan Munguti, Mavindu Muthoka, Esther Magondu, Menaga Meenakshisundaram, Chrysantus M. Tanga, Kevin Obiero, Cecilia Githukia

All Peer-Reviewed Publications

Aquaculture is increasingly important for food, nutrition and livelihoods in Kenya, but the sector still faces persistent constraints in extension delivery, farmer learning, input access, market coordination and information reliability. This review examines how social media and related digital communication tools are shaping aquaculture development in Kenya, with attention to impacts, challenges, governance needs and strategic directions. A systematic literature review of studies and institutional sources published between 2015 and 2025 was conducted. The search identified 388 records, of which 45 sources were included in the final synthesis after screening, eligibility assessment and quality appraisal. Because the evidence was heterogeneous, …

Semiparametric Cointegrating Rank Selection For Curved Cross-Section Time Series, Peter C. B. Phillips

Research Collection School Of Economics

Cointegrating rank selection is studied in a function space reduced rank regression where the data are time series of cross-section curves. Consistent cointegrating rank estimation is developed using information criteria extended to curve time series environments. The asymptotic theory involves two-parameter Gaussian processes that generalise the standard limit processes involved in cointegrating regressions. Simulations provide evidence of the effectiveness of consistent rank selection by the BIC criterion and the tendency of AIC to overestimate order as in standard lag order selection in autoregression, as well as in reduced rank regression with multiple time series.

Connectivity And Selective Rural Migration, Lin Ma, Yuan Mei, Qunfeng Wu, Mingzhi Xu

Research Collection School Of Economics

How does infrastructure shape rural development? Using household panel data from a nationally representative sample of Chinese villages, matched to high-resolution highway maps, we find that road expansion between 2000 and 2015 operates mainly through reallocation, with less productive farmers scaling down or exiting and more productive farmers remaining and expanding. We quantify the aggregate and distributional consequences in a dynamic spatial equilibrium model with heterogeneous households and endogenous migration. Improved connectivity not only accelerates urbanization but also increases aggregate rural output by 2.2%–5.3% in the long run, even as the rural workforce declines.

A Comparison Of Ahdrift And Pitfall Traps For Surveying Small Vertebrates, Gabrielle Risko

All-Inclusive List of Electronic Theses and Dissertations

Understanding species occupancy is necessary to inform wildlife management and conservation decisions. To minimize the invasiveness of occupancy studies, some wildlife researchers have deployed game cameras to detect the presence of small vertebrates instead of utilizing stressful traditional live-capture methods. The Adapted Hunt Drift Fence Technique (AHDriFT) is an increasingly popular method for modifying and deploying camera traps to detect small vertebrates; however, no studies have directly compared AHDriFT to traditional pitfall traps operating at the exact same time, even though both are deployed along drift fences to capture small vertebrates. I compared these two methods (pitfall trapping and AHDriFT …

Announcing The 2026 Induction Of Members Into The Accounting Hall Of Fame, American Accounting Association

Accounting Hall of Fame Brochures

No abstract provided.

Social Workers’ Lived Experiences Of Trauma-Informed Training, Ashley Ann Johnson

Walden Dissertations and Doctoral Studies

Social workers report limited formal training in trauma-informed approaches, and implementation of trauma-informed care varies widely across settings, with inconsistent training uptake and organizational support for sustained practice change. The purpose of this qualitative phenomenological study was to explore the lived experiences of social workers in trauma-informed training. The study was guided by trauma-informed care principles and an experiential learning framework. The research question examined how social workers develop trauma-informed competence and how systemic factors influence practice. Data were collected through 11 semi structured interviews with social workers and analyzed using thematic analysis. Three key themes emerged: (a) trauma-informed competence …

A Mindfulness-Based Stop Technique Training To Improve Nurses’ Knowledge And Self-Efficacy In Stress And Burnout Prevention, Rukiat Abolanle Afinni

Walden Dissertations and Doctoral Studies

Nurse burnout and stress are well-documented occupational concerns in outpatient clinical settings, where high patient acuity and chronic staffing shortages leave nurses with little structured support for proactive self-care. To address this gap, a mindfulness-based STOP (stop, take a breath, observe, proceed) training program was developed and evaluated for outpatient nurses. The evidence-based practice question was: Among nurses in an outpatient clinical setting, what is the impact of a mindfulness-based STOP technique training on nurses' knowledge of stress and burnout prevention and self-efficacy in applying the technique? A one-group pretest-posttest design was used with eight participants. A project-developed questionnaire measured …

The Abc's Of Creativity: Awakening To The Wonder Of Life, Sharon K. Ferrett

Trade & Scholarly Monographs

What if creativity is about attitude, not technique?
What if expanding our awareness inspires our creative energy?
What if creativity is love and joy expressing themselves?

This little book urges us to be more open, joyful, aware, and embracing of the mystery of creativity. We explore different experiences and perspectives on removing the blocks to inspiration. We discuss the importance of a positive mindset and simple practices that help us clarify and tackle our creative projects. This book is an exploration of possibilities and an invitation to wake up to the wonder of life and the mysterious, creative …

Exploring The Paradoxical Association Between Chest Ct Pulmonary Involvement And Olfactory Dysfunction In Covid-19 Patients: A Prospective Cross-Sectional Study, Abdolkarim Ghadimi-Moghadam, Saed Askari, Mohammad Amin Ghatee, Alireza Mortazavi, Saeed Javdansirat, Ali Ghadimi Moghadam, Hassan Vafapour, Zaker Salehi, Seyed Mohammad Javad Mortazavi, Lembit Sihver

Informatics and Engineering Systems Faculty Publications

Background and Aims: Olfactory dysfunction (OD) is common in COVID-19, yet its relationship with pulmonary involvement remains inconsistent. We evaluated the association between CT-based lung involvement and OD in laboratory-confirmed COVID-19.

Methods: In a prospective cross-sectional study (Yasuj University of Medical Sciences hospitals; December 26, 2021–May 22, 2022), OD was assessed using the CCCRC protocol and pulmonary involvement was categorized using a CT lung involvement score. Associations were examined using chi-square testing (categorical) and ANOVA where appropriate (α = 0.05).

Results: Among 120 patients (60 male/60 female; mean age 43.17 ± 14.76 years), 71 (59.2%) had hyposmia, and none had …

Leveraging Administrative Health Data To Capture Rare Adverse Drug Reactions: Identifying Pediatric Patients With Trimethoprim-Sulfamethoxazole Acute Respiratory Distress Syndrome., Keith Feldman, Jenna Miller, Katherine Doane, Laura Loftis, James W. Antoon, Kevin J. Downes, Jennifer Goldman

Manuscripts, Articles, Book Chapters and Other Papers

Rare adverse drug reactions (ADRs) are underrecognized and underreported in the electronic medical record (EMR). These events often require clinical review, making systematic identification challenging. The study aim was to develop an approach to prioritize identification and validation of a rare ADR to trimethoprim-sulfamethoxazole causing acute respiratory distress syndrome (TMP-SMX ARDS) across medical institutions. We developed a clinical phenotype based on 2 local TMP-SMX ARDS cases mapped to standardized elements of a national comparative healthcare database (PHIS). We validated identification of TMP-SMX ARDS at scale across medical institutions. A set of scoring criteria was created to prioritize cases and generate …

A Cooking Skills Intervention For Long-Term Weight Loss In Young Adults With Intellectual Disabilities: Rationale And Design For A Randomized Trial., Lauren T. Ptomey, Jessica C. Danon, Delwyn Catley, Richard A. Washburn, Amy Bodde, Francisco J. Diaz, Brian C. Helsel, Anna M. Rice, Joseph R. Sherman, Madison Koester, Walker S. Mckinney Ph.D., Joseph E. Donnelly

Manuscripts, Articles, Book Chapters and Other Papers

Young adults with intellectual disability (ID) are an underserved population with a high prevalence of obesity, obesity-related health conditions, and reduced ability to complete instrumental and basic activities of daily living (I/ADLs). After leaving the structured environment of public school, many young adults with ID spend more time at home or in day programs, begin living more independently, or enter the workforce. These transitions may increase reliance on fast or processed foods and reduce opportunities for physical activity, contributing to accelerated weight gain. Previous research has demonstrated clinically meaningful short- and long-term weight loss (18-24 months) in adults with mild-to-moderate …

Cyp2c19 C.681g>A Is Not In Complete Linkage Disequilibrium With C.332-23a>G: Implications For Pharmacogenetic Testing., Amy J Turner, Erin C. Boone, Cyrine E Haidar, Wenjian Yang, Ashley D Derezinski, Andrew Haddad, Philip E. Empey, Ulrich Broeckel, Andrea Gaedigk

Manuscripts, Articles, Book Chapters and Other Papers

CYP2C19 plays an important role in the metabolism of many medications, including the antiplatelet agent clopidogrel, the antifungal agent voriconazole, selective serotonin reuptake inhibitors, select tricyclic antidepressants, and proton pump inhibitors. The Clinical Pharmacogenetics Implementation Consortium has published several guidelines emphasizing the importance of CYP2C19 genotype-guided therapy to optimize patient outcomes. Formerly, the no function CYP2C19*2 allele was defined by three variants, c.332-23A>G (splice defect), c.681G>A (splice defect), and c.991A>G (p.I331V). The discovery of two new haplotypes, one containing only a single variant, c.681G>A, and another with only c.681G>A and c.991A>G, challenged the assumption …

Tissue-Specific And Sex-Dependent Microbiome Structure In East African Cattle Ticks (Amblyomma Gemma And Rhipicephalus Pulchellus) And Their Bovine Hosts, Dennis Getange, Samson Mukaratirwa, Rua Khogali, Epaphrus Yuko, James Kabii, Joel L. Bargul, Jandouwe Villinger

All Peer-Reviewed Publications

Ticks and their vertebrate hosts share intimate ecological interactions that shape microbial community composition, with implications for tick fitness and pathogen transmission. However, the extent and specificity of tick–host microbial interactions remain poorly understood, particularly in East African tick species. Here, we characterised microbial communities across multiple tissue types from two economically important tick species (Amblyomma gemma and Rhipicephalus pulchellus) and their shared bovine host using 16S rRNA V1-V2 gene sequencing. We profiled haemolymph, midgut, salivary glands, and gonads from individual ticks (25 Am. gemma and 8 Rh. pulchellus), alongside 12 bovine blood samples. Microbiota were dominated by Proteobacteria, Firmicutes, …

Performance Of The Denitrification-Decomposition Model In Simulating Agronomic Properties And N2o Emissions Under Smallholder Climate-Smart Farming Systems, Esphorn Kibet, Collins M. Musafiri, Milka Kiboi, Onesmus K. Ng'etich, David K. Kosgei, Abdirahman Zeila, Franklin Mairura, Felix K. Ngetich

All Peer-Reviewed Publications

The DeNitrification-DeComposition (DNDC) model is a crucial tool for estimating soil greenhouse gas fluxes and understanding soil-plant interactions. This study evaluates the performance of the DNDC model in simulating soil temperature, moisture, crop yield, and nitrous oxide (N2O) fluxes across different land utilization types in Western Kenya. The land utilization types included: i) agroforestry M (agroforestry with Markhamia lutea, ii) sole sorghum, iii) agroforestry L (agroforestry with Leucaena leucocephala), iv) sole maize, and v) grazing Land, each replicated thrice. Fertilizer and manure were applied as part of the management practices, with manure applied at 2t ha⁻¹. Soil greenhouse …

The Influence Of Ecological Pest Management Practices On Pests And Natural Enemies Under A Cabbage–Garden Pea Rotational System In Central Kenya, Peter Nyakundi Mageto, Milka Kiboi, Monicah Mucheru-Muna, Felix Matheri

All Peer-Reviewed Publications

Pest pressure is a major constraint on crop production in Sub-Saharan Africa, where smallholder farmers rely heavily on synthetic pesticides with potential environmental and health risks. Ecological pest management practices (EPMs) have been proposed as sustainable alternatives, although field-based evidence is limited. This study evaluated pest and natural-enemy responses to EPMs in a cabbage–garden pea rotation system over six years (2020–2025) in Central Kenya. Four treatments were assessed: homemade botanical extracts (Botanicals), coriander intercropping (Intercrop), botanical extracts combined with coriander intercropping (Botanicals + Intercrop), and a control. In cabbage, ecological treatments often recorded lower aphid and diamondback moth abundance and …

When Does Emigration Reduce Domestic Economic Activities? Evidence On The Loss Of Management Capacity From A Visa Lottery, Marup Hossain, Ahmed Mushfiq Mobarak

Cowles Foundation Discussion Papers

Economic development is often conceived as structural transformation and migration out of rural agriculture (Lewis, 1954; Fei & Ranis, 1964). Understanding development therefore requires us to identify how rural economies transform in response to emigration. We study how international migration reshapes domestic economic activity in origin households using a randomized visa lottery that gave Bangladeshi men job opportunities in Malaysia. Winning the lottery raises total household income through remittances, but income earned in Bangladesh declines due to contractions in nonfarm business activity. In contrast, crop income remains stable despite large reductions in agricultural input expenditures, because farming gets delegated through …

A Review Of The Safety Alert Systems In Commercial Vehicles: Implementation Challenges And Trends For Electronic Logic Devices And In-Cab Alerts, Md Sadman Islam, Deep Patel, Ahmed Sajid Hasan, Mohammad Jalayer, Abdul S. Ngereza, Emmanuel Kidando

Civil and Environmental Engineering Faculty Publications

The trucking industry is crucial to the US economy, accounting for 73.1% of the value, 71.1% of the cargo, and 42.0% of the ton-miles of all commodities transported nationwide. Despite its pivotal role, the industry is affected by high crash rates, with truck crashes resulting in 5,472 fatalities in 2023 alone. These incidents not only exhibit a higher fatality rate per vehicle mile compared with passenger cars but also cause substantial economic disruptions. Predominantly, these crashes are attributed to the failure to stop or slow down because of insufficient sight distances. In recent years, trucking companies have implemented various technologies, …

Functionalized Loblolly Pine Derived Ultraporous Activated Hydrochars For Efficient Carbon Capture, Swarna Saha

Theses and Dissertations

The increasing concentration of anthropogenic carbon dioxide (CO₂) emissions has intensified the demand for efficient and sustainable carbon capture technologies. This dissertation investigates the development of functionalized ultraporous activated hydrochars derived from loblolly pine through hydrothermal carbonization (HTC) followed by chemical activation for enhanced CO₂ capture applications. Different functionalization strategies, including deep eutectic solvent (DES) modification, zeolite-assisted HTC, palladium-assisted HTC, and CO₂-assisted HTC, were systematically explored to evaluate the influence of pore structure, surface chemistry, and adsorption energetics on CO₂ capture performance. The synthesized materials were characterized using BET, FTIR, XRD, TGA, SEM, and adsorption isotherm modeling to establish the …

Attentional Bias During A Novel Alcohol Cue Virtual Reality Paradigm, Ryan M. Sullivan, Benjamin S. Mckenna, Weichen Liu, Arwynn Mckinty, Camarin Laurance, Craig R. Rush, Nadir Weibel, Kelly E. Courtney

Psychology Faculty Publications

Background: Attentional bias to alcohol cues is largely investigated using pictorial cues (i.e., two-dimensional images). The addition of eye-tracking metrics has improved these investigations yet are limited by a lack of naturalistic cues. Virtual reality (VR) can theoretically improve ecological validity through three-dimensional alcohol object presentation while utilizing eye-tracking metrics. This report sought to test the construct validity of the Alcohol Cue VR paradigm in evoking subjective craving and attentional bias through measurement of eye-gaze characteristics. Methods: Participants (n = 105, 53% male, M_age = 38), with varying alcohol use histories, underwent the Alcohol Cue VR paradigm, an alcohol …

High Biochar Rate Improves Water Retention In Some Environmentally Sensitive Soils, Samundra Sigdel

Department of Agronomy and Horticulture: Dissertations, Theses, and Student Research

Improving water retention and other hydraulic properties is key to managing soil water and sustaining crop production under fluctuating and extreme weather events. We assessed how wood biochar (836 g C kg^-1) applied at 0, 6.25, 12.5, 25, and 50 Mg ha^-1 affected: i) soil hydraulic properties after 5 years and ii) corn and soybean yield, and biomass production of cereal rye cover crop (CC) and CC mix (cereal rye, radish, and winter pea) in sandy, sloping, and semi-arid soils in the central U.S. Great Plains over 6 years. Biochar affected field saturated hydraulic conductivity (K_{sat …}

The Church And Nature’S Cathedral: Catholics, Protestants, And The Yosemite Chapel, Adam Hogan

Eastern Sierra History Journal

John Muir saw nature and national parks as religious symbols themselves. Since Muir’s day, generations of Americans have worshipped in the outdoor sanctuaries. However, while much scholarly attention has focused on national parks as symbols or religious icons, scholars have paid far less attention to the actual church services that have taken place in America’s national parks. Yet, a church in a national park presents many complications, and Adam Hogan explores these dilemmas through a history of the controversies surrounding who could pray in the Yosemite Chapel.

Five-State Seismic Damage Classification Of Steel-Girder Bridges On Soft Soil Using Directional Intensity Measures And Multi-Parameter Damage Indices, Ibrahim Alomari, Woubishet Zewdu Taffese, Mohammad Hossein Afsharmovahed, Genda Chen

Civil, Architectural and Environmental Engineering Faculty Research & Creative Works

Rapid yet accurate post-earthquake damage assessment of highway bridges is essential to ensure transportation network resilience. Traditional inspection, fragility analysis, and finite element modeling are time-consuming or inaccurate for real-time decision-making. This study compares ten machine-learning classifiers for the seismic damage states of highway steel-girder bridges that incorporate directional intensity measures to represent the variance of ground motions. Based on the nonlinear time-history analyses of two Missouri bridges, one Michigan bridge, and one Wisconsin bridge, multi-parameter structural damage indices were proposed and mapped to five damage states from none to collapse. Among ten supervised algorithms studied, the artificial neural network …