Digital Commons Network^™

Deep Learning In Archiving Indus Script And Motif Information, Vaishnavi Dixit, Nushrat Hussain, Shubham Basak, Deva Atturu, Debasis Mitra, Ujjwal Bhattacharya

Electrical Engineering and Computer Science Faculty Publications

This work presents a novel computational system for the automated digitization of image-based data from seals of the ancient Indus Valley Civilization (IVC). The objective of this system’s design is to automatically extract and archive key information from seals or images, including the script and motifs. The system operates as a pipeline comprising three deep learning models integrated with a custom-designed database. Two models form the Ancient Script Recognition network (ASR-net), which digitizes sequences of graphemes from Indus seals, similar to Optical Character Recognition for modern languages. The third model, the Motif Identification network (MI-net), identifies recurring motifs—distinctive symbols or …

The Power Of Subnational Actors In Enforcement Of The Convention On Long-Range Transboundary Air Pollution, Wendy Erickson

Minnesota Journal of International Law, Vols. 28:2 onward (2019-present)

The Geneva Convention on Long-Range Transboundary Air Pollution (CLRTAP) was adopted in 1979 and continues to serve as the preeminent international framework for transboundary air pollution. The international community has used a range of multilateral and bilateral cooperative arrangements to address international movement of harmful pollutants. Each has had to contend with the issue of ensuring compliance among party States. CLRTAP faces challenges in addressing transboundary pollution in non-Western countries despite clear evidence that air pollution is harmful to human health and technological developments that enable more accurate tracking of pollutants. In the absence of a model assigning liability for …

Solving Standing Is Simply The Start: Climate Litigation Lessons Learned From The Evolution Of Rights Of Nature, Madeleine L. Kim

Minnesota Journal of International Law, Vols. 28:2 onward (2019-present)

The global climate crisis continues to worsen. The Sixth Synthesis Report issued by the Intergovernmental Panel on Climate Change in 2023 unequivocally stated that “[w]idespread and rapid changes in the atmosphere, ocean, cryosphere and biosphere have occurred” and that “[h]uman-caused climate change is already affecting many weather and climate extremes in every region across the globe.” This report expressly states that climate change has “led to widespread adverse impacts and related losses and damages to nature and people” and that the “projected adverse impacts and related losses and damages from climate change escalate with every increment of global warming." However, …

The Alien Tort Statute And U.S. Extraterritorial Jurisdiction: Legal And Economic Corporate Governance Implications Beyond Al Shimari V. Caci Int'l, Gabriel Richardson

Minnesota Journal of International Law, Vols. 28:2 onward (2019-present)

This note is divided into four overall parts. To continue with the academic dialogue regarding the ATS, the first part (Part I) deals with the historical overview and case law of the ATS, while contrasting the development of extraterritoriality in the United States with that abroad (particularly, Europe). More specifically, the first part is divided into two subparts—Subpart A provides a comprehensive background and historical legal overview of the ATS and Subpart B discusses the international trend, particularly in Europe, in extending legal mechanisms to hold corporations accountable beyond their borders, unlike the United States—which, again, was once at the …

Quantum Technologies For Beyond 5g And 6g Networks: Applications, Opportunities, And Challenges, Engin Zeydan, Chamitha De Alwis, Rabia Khan, Yekta Turk, Abdullah Aydeger, Thippa Reddy Gadekallu, Madhusanka Liyanage

Electrical Engineering and Computer Science Faculty Publications

As the world prepares for the advent of 6G networks, quantum technologies are becoming critical enablers of the next generation of communication systems. This survey paper investigates the convergence of quantum technologies and 6G networks, focusing on their applications, opportunities and challenges. We begin with an examination of the motivations for integrating quantum technologies into 6G, investigating the potential to overcome the limits of classical computing and cryptography. We then highlight key research gaps, particularly in quantum communication, quantum computing integration and security enhancement. A comprehensive overview of quantum technologies relevant to 6G, including quantum communication devices, quantum computing paradigms, …

Analysis Of Cytokine Data In A Case-Control Study Of Me/Cfs, Navya Amaratunga

Electronic Theses & Dissertations (2024 - present)

This study investigated the role of cytokines in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS), a debilitating multi-system disease with unknown etiology. Using data from a case-control study (60 cases, 61 controls) previously collected by Dr. Roxana Moslehi’s lab, serum levels of 48 cytokines were analyzed. Statistical analyses, including T-tests, Wilcoxon Rank Sum tests, and logistic regression (unadjusted and adjusted for medication use), were performed to identify differences between cases and controls.

Results revealed a statistically significant difference in mean Fractalkine levels between cases and controls (p=0.031). Borderline significant differences were also observed for IL-6 (p=0.046) and MIP-1α (p=0.046). Unadjusted logistic regression …

Fabrication Of Functional Microparticles For Biological Analysis, Justin George

Electronic Theses & Dissertations (2024 - present)

To better advance our knowledge of cellular behavior, development of an organism, and disease mechanisms understanding cellular heterogeneity in the functional proteome is essential. Bulk measurements across a cell population often fail to capture the variations which exist between individual cells, however single cell proteomic technology has increasingly demonstrated the characterization of cellular heterogeneity. A single cell functional proteomics assay needs to be both high-throughput and multiplexed to effectively identify biomarkers and provide a quantitative correlation to better understand the interrelationships within complex protein networks. Janus particles have the ability to be engineered to have good compatibility and stability in …

The Effects Of Mindfulness On Chronic Pain In Children And Adolescents: A Systematic Review, Sophie Parks

Electronic Theses & Dissertations (2024 - present)

Mindfulness and mindfulness-based interventions have become increasingly popular in recent years. Typically, mindfulness-based interventions and their effects on mental health and/or adult populations have been explored in the literature. Limited research has been completed looking at mindfulness’ impacts on other facets, including chronic pain symptoms. Additionally, some research has been conducted to analyze mindfulness and its effects on school aged children and their day-to-day functioning with promising results. In this systematic literature review, mindfulness interventions and their effects on children and adolescents who experience chronic pain were explored. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) framework was …

Effects Of Actualized Language Policy On Ukrainian Stability, 1989-2022, Dawn Hersey

Electronic Theses & Dissertations (2024 - present)

This dissertation seeks to generate a new perspective of the complicated relationship between actualized policy and stability through looking at Ukraine’s language policies and stability in a mixed manner approach that includes both primary and secondary sources. Russia justified its irridentist activities through claiming to protect Russian nationals within Ukraine’s borders: language policies within Ukraine appear to be a trigger for Russian antagonism. Neither Russian irridentism nor Ukrainian nationalism are being considered as right or wrong in this dissertation: the intent is to highlight trends, patterns, and perceptions in alignment with Ukrainian language policy. This dissertation does not present a …

A Study Of Regulatory Compliance In U.S. Nursing Homes, Patrick Schumacher

Electronic Theses & Dissertations (2024 - present)

The federal government is responsible for ensuring that nursing homes comply with regulations designed to protect residents from abuse, neglect, and substandard care. To this end, the Centers for Medicare and Medicaid Services (CMS) partners with states to conduct onsite inspections of nursing homes, during which regulators may identify violations. The agency can take one or more actions in response to violations, including imposing civil money penalties (fines), appointing a state monitor, or mandating remedial education for staff. Despite this regulatory framework, the quality of care in nursing homes remains poor, with many facilities failing to protect the well-being of …

Epitaxial Quantum Dot Scintillators With Monolithic Photodetector Integration: Physics, Fabrication And Characterization Of Materials And Devices, Allan Oreave Minns

Electronic Theses & Dissertations (2024 - present)

This dissertation discloses the physics, fabrication, and characterization of high-performance scintillator detectors based on epitaxial InAs quantum dots (QDs) in GaAs. The detector crystals grown include monolithically integrated In_0.35GaAs photodetectors with Al_0.92-0.6In_0.03-0.35Ga_0.05As metamorphic buffer layers (MBL). A device fabrication process was developed for the lithographic patterning, chemical etching, contact metallization and readout integration of materials grown by means of molecular beam epitaxy (MBE) on 3-inch GaAs (001) wafers. Low capacitance integration with readout electronics was achieved through wire bonds to custom printed circuit boards (PCBs) with commercial components.

The relationship between device …

Transcriptome-Wide Gene Expression Analysis Of Skeletal Muscles Of Duchenne Muscular Dystrophy Mouse Models And Patients, Olivia N. Ransiear

Electronic Theses & Dissertations (2024 - present)

Duchenne Muscular Dystrophy (DMD) is an X-linked recessive muscle degenerative disease that frequently proves fatal by age 30. It primarily affects adolescent males with symptoms appearing as early as age 6. Patients quickly lose their ability to walk due to muscle weakness and are confined to wheelchairs for the remainder of their lives. DMD is caused by a mutation in the dystrophin gene. Without dystrophin, mechanical stress, injury, or shock takes a drastic toll on muscle tissue and muscle stem cells, rendering them unable to regenerate or be repaired. This results in a rapid loss of muscular strength and muscle …

Hippocampal Insulin Exists! In Vivo Sampling Methods, Basal Concentrations, Recurrent Hypoglycemia, And Behavioral Extracellular Insulin Responses, Starlette R. Douglass

Electronic Theses & Dissertations (2024 - present)

Insulin has widespread actions within the brain, including energy homeostasis, modulation of feeding, and as a key component of memory processes. Further, brain insulin dysfunction correlates with Alzheimer's disease and other neurodegenerative disorders. To this point, measurement of hippocampal insulin has been limited. Determining in vivo hippocampal insulin levels both at a healthy baseline and after, e.g., induction of a disease state or in response to cognitive challenge, is essential to advance our understanding of both insulin's procognitive actions and to guide potential therapeutic interventions.

We first sought to establish a sampling technique for insulin within awake and moving rats …

Calibration Of A Low-Cost Air Quality Sensor Package Integrated Into The New York State Mesonet, Ellie Hojeily

Electronic Theses & Dissertations (2024 - present)

The University at Albany designed and manufactured 59 low-cost air quality sensor packages to continuously measure PM₂.₅, CO, O₃, NO₂, and NO at 38 New York State Mesonet (NYSM) sites located in the New York City Metropolitan Area. Prior to use for monitoring, low-cost sensors require calibration to correct for environmental sensitivities. Calibration models can be developed using data collected from co-location periods in which low-cost sensors are installed at sites with Federal Reference Methods and/or Federal Equivalent Methods instruments. In this study, packages were periodically co-located (calibrated) for 18 to 162 days at the New York State Department of …

Concurrent Parasympathetic Synchrony In Romantic Couples Exposed To Childhood Maltreatment Subtypes, Kate L. Senich

Electronic Theses & Dissertations (2024 - present)

Early responsive caregiving hones children’s physiological systems and subsequently supports social interactions (Feldman, 2007; Porges 2001; Steelman et al, 2002). Conversely, mis-attuned interactions with caregivers, such as exposure to maltreatment subtypes, might hinder social engagement capacities at both behavioral and biological levels (Kim & Cicchetti, 2004; Sheridan & McLaughlin et al., 2014). These early adverse influences endure across development and can affect behavioral and physiological interactions with romantic partners (Mayo et al., 2021; River et al., 2020; Zamir, 2022). Specifically, temporally coordinated patterns of physiological responses between partners (i.e., synchrony) are linked with important relationship behaviors, including conflict behaviors …

Impact Of The New York State Gender Recognition Act On Mental Health Outcomes Among Non-Binary Adults Served By The New York Public Mental Health System, Sahil Chaudhry

Electronic Theses & Dissertations (2024 - present)

This dissertation explores the impact of the 2021 New York State Gender Recognition Act (GRA) on mental health outcomes and service utilization among non-binary adults in the public mental health system. The GRA introduced pivotal legal reforms—including the option for an “X” gender marker and self-attestation for gender identity changes on state-issued documents—designed to affirm gender diversity and reduce structural barriers for transgender and non-binary populations. Guided by gender affirmation theory and minority stress frameworks, this study investigates how these legal shifts relate to changes in mental health service engagement and psychological well-being among non-binary individuals.

Using a difference-in-differences (DD) …

Challenges In Financial Prosperity: Cutback Management And Bounded Rationality In New York State School Districts, Moontae Hwang

Electronic Theses & Dissertations (2024 - present)

The Great Recession posed unexpected fiscal challenges for public sector entities, particularly small and mid-sized organizations such as school districts, which operate with limited revenue flexibility and constrained managerial capacity. While the recession was a macroeconomic event, which could be an exogenous shock to state and local governments beyond their control, state and local policy responses played a critical role in shaping its long-term effects on local public services. Scholars have emphasized the importance of long-term perspectives among policymakers and public managers to sustain the quality of public services during crises. However, the heightened uncertainty of the recession also constrained …

Nothing I Said Was Enough: Writing As Self-Validation, Michama M. Dorvile

Electronic Theses & Dissertations (2024 - present)

This thesis explores the process of using writing as a coping mechanism to heal from trauma by portraying how personal narratives confront pain and reclaim agency. This thesis also explores how writing serves as a means of survival and sharing testimony. The thesis starts with a critical analysis essay, drawing on literary criticism and trauma theory. I explore how Roxane Gay, Kathryn Harrison, Bessel Van der Kolk, and Maya Angelou have used writing to challenge societal perceptions of trauma, and how through writing, they have resisted erasure.

The heart of this thesis is an original creative work, which involves an …

Mobile Air Quality Assessment Using Public Transportation: A Community-Focused Study In The Capital Region, Allen Pronith Reddy Yeddula

Electronic Theses & Dissertations (2024 - present)

The monitoring of air quality plays a crucial role in establishment of concentrations of air pollutants over space and time in relation to human health, urban planning, and environmental conservation. This research offers a new strategy of monitoring the air quality in the Capital Region of New York State utilizing public transit buses as air quality moving sampling platforms. To assess the level of pollutants, a Capital District Transportation Authority (CDTA) bus network was used across the urban, suburban, and rural areas thus filling a research gap where public transit has most of the time been disregarded as a mobile …

Heterogeneous Being: The Inhumanities And The Creative-Scientific Aesthetic, Steven L. Ogden

Electronic Theses & Dissertations (2024 - present)

Heterogeneous Being attempts to set the often-disunited aspects of the sciences and humanities in congruence and to extol and advance a hybrid creative-scientific aesthetic that moves beyond any restricted dimensions of its previously segregated fields of study. It likewise expresses the need to perpetuate that hybrid form of inquiry and representation to successfully address or convey the precarious realities of Earth’s ecological and environmental conditions. Heterogeneous Being asks readers to observe the inexhaustible proofs of our pluralized configurations with the nonhuman world, to recognize the agentic potentialities nonhuman subjects may hold both in and outside of those inhuman enmeshments, and …

Reproductive Justice: People Matter! History Matters! Places Matter!, Jazmin L. High

Electronic Theses & Dissertations (2024 - present)

Research has established that racial disparities in contraceptive use exist in the United States with African American women being more likely than white women to report using a contraceptive method associated with lower efficacy or no contraception at all. Several factors have been suggested to explain low uptake of highly effective forms of contraception and disparities including cost, systemic racism, negative attitudes, and cultural mistrust stemming from the history of medical racism. However, the lived experiences of rural African American Southern women are underrepresented in contraceptive research. Utilizing mixed methods, this study explores the contraceptive experiences of 14 rural African …

Stratospheric Variability And Its Relationship To Cold Air Outbreaks In The United States, Paul T. Panhans

Electronic Theses & Dissertations (2024 - present)

Only since the early 2000s, has there been a growing body of work linking extreme winter temperature anomalies to the variability of the Northern Hemisphere stratospheric polar vortex (SPV). However, the understanding behind stratosphere-troposphere coupling and cold air outbreaks (CAOs) remain occasionally contradictory in the literature, making it difficult to properly articulate societal risks. Studies often focused on broad stratospheric influences, but this research directly compared stratospheric variability according to their respective tropospheric impacts. This dissertation filled a knowledge gap, as there has yet to be a comprehensive analysis to quantify the differences in stratospheric variability with and without CAOs …

Multimorbidity In Adolescents: The Longitudinal Impact Of Childhood Socioeconomic Trajectories And Health Risk In Adulthood, Savitha Sambandamoorthy

Electronic Theses & Dissertations (2024 - present)

Abstract

Background:

Multimorbidity, defined as the co-occurrence of two or more health conditions (physical, mental, or both), has been thought of as a disease of the elderly, with most studies of multimorbidity focusing on adults and the elderly population. However, co-occurring (multimorbid) health conditions are common in adolescence, and it is important to understand the profiles and patterns of multimorbidity during adolescence, a critical developmental period with long-term implications. Social determinants of health, especially lower socioeconomic status (SES), are linked to higher risk of multimorbidity and poor outcomes in adulthood. However, most of the past studies that have looked at …

Novel Silicon Anodes For Improved Lithium Ion Battery, Amir Hegazy

Electronic Theses & Dissertations (2024 - present)

Li-ion battery (LIB) have been dominating the development of electronics shaping our daily life owing to their good specific and volumetric energy densities. However, the technological advancement calls for higher energy, safer, lower cost, and large-scale manufacturing batteries.

Silicon is considered an excellent candidate for anode material for higher energy LIB. This thesis examines the potential of silicon as an anode in high-capacity LIBs where the role of silicon is studied at the frontside (FS) and the backside (BS) of the anode. At the frontside, the effect of deposition of silicon on graphite on the battery performance was studied. Graphite …

Can Deliberate Practice For Inner Skills Enhance Therapist Trainees’ Mindfulness And Presence When Working With Clients?, Edmund W. Orlowski Iii

Electronic Theses & Dissertations (2024 - present)

A replicated single-case design was used to assess the effectiveness of therapist trainees’ engagement in deliberate practice for inner psychotherapy skills (Rousmaniere, 2019). Deliberate practice (DP) is a structured approach to therapist skill development that involves repeatedly observing and responding to real or simulated clients (Rousmaniere, 2016). It was reasoned that by attending to their inner experience while repeatedly being exposed to challenging clinical material (e.g., a client’s suicidal ideation) outside of therapy, trainees may reduce their experiential avoidance and thus be more mindful and present in sessions with actual clients.

During the five-week baseline phase of the study, four …

The Multifaceted Role Of Glutamate At Excitatory And Inhibitory Synapses, Maurice A. Petroccione

Electronic Theses & Dissertations (2024 - present)

Our thoughts, memories, and actions are finely controlled by the coordinated activity of neural circuits in the brain. Prior work has identified a multitude of molecular mechanisms that contribute to the generation of these higher order functions, yet we know very little about how our ability to learn and perform habitual actions change depending on how far neurotransmitters released from neurons can travel away from their point of release. This is the main focus of my work, which I carried out using a diverse toolbox and focusing on two brain regions: the hippocampus and the striatum. The hippocampus controls learning …

Contactin2(Cntn2)Creert2 Mouse Line, A New Genetic Tool For Temporal Control To Trace The Developing Neurons In The Nose, Alexis M. Semon

Electronic Theses & Dissertations (2024 - present)

Neuronal migration is a vital process in embryonic development. In rodents, the very first neurons that originate from the olfactory placode migrate toward the developing brain as part of the migratory mass. This migratory mass includes Gonadotropin-releasing hormone-1 (GnRH-1) neurons, pioneer/terminal nerve (TN) neurons, and olfactory ensheathing cells—a type of glial cell.

Contactin-2 (Cntn2), also referred to as transiently expressed axonal surface glycoprotein-1 (TAG-1), belongs to the contactin family of proteins, which is part of the immunoglobulin superfamily of cell adhesion molecules. Cntn2 has been extensively utilized as a transient/stage-specific molecular marker for various neuronal populations, including commissural neurons of …

The Invisible Costs Of Privatizing Welfare: Administrative Burdens In Contracted Medicaid, Soyun Jeong

Electronic Theses & Dissertations (2024 - present)

Why do governments favor contracting out social services? Do private actors guarantee a better service experience for citizens? How should we understand the trade-off between efficiency and high-quality service delivery? These are the central questions that motivate this dissertation. Focusing on Medicaid, one of the largest social safety net programs in the United States, this dissertation investigates the impact of outsourcing Medicaid delivery to private health insurance companies. It explores how this privatized structure generates administrative burdens and shapes policy feedback effects. Theoretically, this project seeks to bridge the administrative burden and policy feedback literature by examining how burdensome policy …

Investigating Post-Adoption Abandonment Of Mental Health Mobile Applications Among Young Adults, Donald Harris

Electronic Theses & Dissertations (2024 - present)

The rising prevalence of mental health issues among young adults has driven increased interest in Mental Health Mobile Applications (MHMAs), which offer accessible and cost-effective solutions to traditional barriers such as financial limitations, stigma, and restricted healthcare access. Despite their promise, MHMAs frequently experience high rates of attrition and abandonment, significantly limiting their long-term effectiveness. Employing a mixed-methods, multi-stage research design, this dissertation explores the determinants of MHMA abandonment among young adults, emphasizing the interplay between technological inhibitors and enablers, individual user characteristics, and the mediating roles of user satisfaction and perceived usefulness.

Study 1 utilized quantitative text analysis, including …

Jedi Mind: Student And Teacher Perceptions Of Justice, Equity, Diversity, And Inclusion, Jessica W Coles Gray

Electronic Theses & Dissertations (2024 - present)

This study uses the Panorama Equity and Inclusion Survey as a measurement tool to examine the perceptions of equity and inclusion among teachers and students in a K-12 educational setting. Grounded in critical race theory, this research employs a QUANT-CRIT mixed methods approach to illuminate systemic inequities and amplify the voices of historically marginalized groups. A review of the existing literature reveals persistent disparities in educational experiences and outcomes for students and teachers of color, underscoring the need for a dual focus on both quantitative patterns and qualitative narratives. The study addressed two primary research questions: (1) What are teachers’ …