Digital Commons Network^™

Ai-Enabled Digital Preservation And Global Reuse Of Va Brocade: Building A Public- Shared Fabric Library For Heritage-Based Creative Design, Tianyi Song, Zhangwenqi Yang, Jinying Mou

LSU Fashion and AI x Policy Symposium

No abstract provided.

Algorithm-Based Trust In The Digital Body: The Impact Of Ai+3d Virtual Model Dressing Technology On Trust Among Chinese E-Commerce Apparel Consumers, Chuming Fu, Xiangyang Bian

LSU Fashion and AI x Policy Symposium

No abstract provided.

Fashion After The Interface: Artificial Intelligence, Synthetic Culture, And The Reorganization Of Human Expression, Jason Jamerson

LSU Fashion and AI x Policy Symposium

No abstract provided.

The Impact Of Defunding The Supplemental Nutrition Assistance Program Education (Snap-Ed) In Louisiana, Virginia Bordelon, Senlin Chen, Yuxin Nie, Denise Holston, Jessice Stroope

Distinguished Undergraduate Researcher Program

The Supplemental Nutrition Assistance Program Education (SNAP-Ed) was a federally funded initiative that aims to improve nutrition knowledge, promote physical activity, and provide education through Policy, System, and Environmental (PSE) strategies. This study examined the relationship between the defunding of SNAP-Ed and how nutrition and physical activity were affected among low-income families. Data for this study originated an interview with a Department of Children and Family Services (DCFS) economist, an interview with SNAP-Ed field agent, and survey responses from 32 adult participants familiar with SNAP. The SNAP recipients use the education program resources to assist in healthy recipes, physical
education …

Ai-Driven Reinterpretation Of Dunhuang Style: Public-Domain Heritage Innovation Applied To Doll Clothing, Liyan Zhou, Jinying Mou, Xiangyang Bian, Qianlan Xu, Zhangwenqi Yang

LSU Fashion and AI x Policy Symposium

No abstract provided.

Novel Abietane Derivatives: Evaluation Of Therapeutic Potential Against Triple Negative Breast Cancer, Sydney Lawson, Fatima Rivas

Distinguished Undergraduate Researcher Program

Of the estimated 2.3 million women globally who will be diagnosed with breast cancer this year, nearly 25% will be diagnosed with the triple negative breast cancer (TNBC) subtype. Because TNBC lacks specific targets present in other breast cancers, conventional selective treatments are ineffective making TNBC more difficult to treat. TNBC is the most lethal subtype of breast cancer in women and causes approximately 150,000 deaths annually, highlighting the critical need for effective therapeutics. Therefore, our aim is to identify new potential therapeutic agents for TNBC.

The abietane natural product family is a group of tricyclic diterpenoids which have been …

Property Insurance Losses: A Gulf Coast Hurricane Analysis, Abigail Williams, Jill Trepanier

Distinguished Undergraduate Researcher Program

Many residents living along the U.S. Gulf Coast face the issue of rising costs for property insurance due to the increasing impacts from more intense hurricanes. This study evaluates how North Atlantic hurricane (>= 33 ms-1) landfall wind speed and storm surge impact property insurance losses along the U.S. Gulf Coast during different phases of the North Atlantic Oscillation from 1980 to 2024. The tropical cyclone data used in this study are obtained from the National Oceanic and Atmospheric Administration’s North Atlantic HURDAT2 database. Insurance data come from a variety of sources including the Insurance Information Institute, the National …

Impacts Of Real Microplastic Leachates On The Development And Behavior Of Developing Zebrafish (Danio Rerio), Emma Tsai, Melanie Wilson, Mohamed Ateia, Ahmed Abdelmoneim

Distinguished Undergraduate Researcher Program

Plastic pollution in aquatic environments has increased, raising concerns about the toxicity of microplastics (MPs) and their additives to developing organisms. Additives from the MPs can desorb into the surrounding environment, generating leachates that may impact early development. This study evaluated the effects of early developmental exposure to MP leachates on early developing zebrafish (Danio rerio), quantifying effects on larval survival, development, activity, and behavioral responses to acute stressors. MPs—acrylonitrile butadiene styrene (ABS), polyethylene terephthalate (PET), polyamide 66 (PA66), and reinforced glass fiber (MIX)—were processed into particles (< 500 µm) and incubated in embryo media for 24 hours under UV-C, 35 °C, and agitation to generate leachates. Zebrafish embryos were exposed from 6 to 120 hours post-fertilization (hpf) to varying leachate dilutions (corresponding to 0.063 to 10,000 mg MPs/L). At 120 hpf, larvae were assessed for survival, prevalence of morphological defects, overall growth, baseline activity, and behavioral responses to acoustic, visual, and peripheral irritant stressors. MIX leachate significantly increased mortality, while PET leachate exposure reduced growth. No significant morphological defects were observed across treatments. ABS, PA66, and PET leachates altered larval activity and behavioral stress responses. These preliminary findings suggest that MP leachates pose varying developmental and behavioral risks to developing organisms at critical exposure concentrations. Understanding these risks is crucial for assessing the environmental impact of MPs pollution and informing regulatory policies.

Action Research In Action: How Lab Findings Informed Change In Baton Rouge’S Math Classrooms, Brookelyn Pasipanki, Avery Ned, Colleen Sinclair

Distinguished Undergraduate Researcher Program

In a 3-year collaboration with the East Baton Rouge Parish School System (EBRPSS), we conducted semi-annual surveys of student motivation to see if we could identify key psychological factors underlying math performance. We developed the Math Mind Measures (MMM) to assess 10 distinct motivational factors. Analyses revealed that math anxiety and math self-efficacy were the strongest predictors of end-of-year standardized test scores. We shared our findings with students and teachers, via focus groups, to shape a Teacher Action Checklist. This checklist aims to inform practice by enhancing motivation and decreasing demotivation. EBRPSS also implemented professional learning trainings to capitalize on …

Deriving Mercury Exposure Risk From The Feeding Ecology Of Coastal Sharks In Coastal Louisiana, Mallory Miller, Jeffrey Plumlee, Owen Henderson, Sydney Moyo, Michael Hayes

Distinguished Undergraduate Researcher Program

Coastal sharks have high concentrations of mercury (Hg) in tissues, but what increases mercury exposure is unclear. Blacktip (Carcharhinus limbatus) and bull (Carcharhinus leucas) sharks are commonly harvested in Louisiana’s commercial shark fishery. Because of health risk from mercury consumption, we ask: Are there food web characteristics that increase exposure of sharks to mercury? Biomarkers, such as stable isotopes sulfur (δ³⁴S) and nitrogen (δ¹⁵N) indicate feeding habits linked to prey trophic level and prey use of freshwater which influences total mercury (THg) concentrations. We hypothesize increasing trophic level (higher δ¹⁵N) and increasing reliance on freshwater prey (higher δ³⁴S) will increase …

Memory For Everyday Chores In Younger And Older Adults, Cameron Mccleary, Katie Cherry

Distinguished Undergraduate Researcher Program

This study examined episodic memory performance for everyday household chores in younger (18-32 years) and older adults (65-79 years). With the increasing older adult population in the United States, understanding age-related memory differences and identifying strategies to enhance memory performance in later life is needed. Building on previous research demonstrating the pictorial superiority effect and benefits of semantic encoding across the adult lifespan, this study utilized a 2 × 2 × 2 between-groups factorial design to investigate the effects of age group (younger, older), encoding task (standard intentional learning, semantic elaboration), and stimulus format (text only, text with pictorial illustrations) …

Relearning Language: A Meta-Analysis Of Syntactic Priming In Aphasia, Ally Miller, Willem Van Boxtel

Distinguished Undergraduate Researcher Program

Background: Despite the importance of grammatical skills for participation
in daily life, treatments for sentence–level abilities in aphasia
are comparatively scarce. The psycholinguistic paradigm of syntactic
priming has recently been advanced as a potential assessment and
treatment for grammatical skills, and existing evidence on priming in
aphasia is highly promising. Nevertheless, a comprehensive analysis of
the strength of priming effects in aphasia, as well as treatment components
which might amplify these effects, has not been reported.
This meta–analysis synthesizes existing findings on syntactic priming
in aphasia, aiming to provide a comprehensive picture of priming
effects and their potential application for …

Motor Planning And Execution During Feeding In Autistic Children, Iresa Lincoln

Distinguished Undergraduate Researcher Program

Autism is one of the most common pediatric developmental disability diagnoses, diagnosed in approximately 1 in 31 children in the U.S. and 1 in 100 children globally. Autism is often characterized by differences in social communication and repetitive patterns of behavior, activities,
or interests; however, prevalence of clinically significant motor differences in autistic individuals is between 50-95%. These motor differences often interfere with activities of daily living and community participation. Research assessing motor control in autism has yielded mixed findings as to whether the motor differences observed in autistic individuals are associated with differences in motor planning or motor execution. …

Characterization Of The Crazy Sphinx Skarn Deposit, Boulder Batholith, Helena, Mt, Samuel Juneau

Distinguished Undergraduate Researcher Program

The Boulder Batholith of southwest Montana is a geologically significant locality due to its high concentrations of critical metals like copper, lead, zinc, silver, gold, and molybdenum. The Crazy Sphinx Mine, a locality discovered and named by Bart Cannon, is well known for producing high quality mineral specimens of blue spinel, colorless grossular, and amber vesuvianite. The Crazy Sphinx Mine is interpreted to be a skarn deposit of the Boulder Batholith which is hosted in interbedded limestone and clay mudstone. To date there have been no publications on Crazy Sphinx Mine characterizing the overall mineral assemblage of the skarn deposit. …

Measuring The Rise And Fall Of Plasma 25-Hydroxyvitamin D Concentrations In Blue-Tongued Skinks (Tiliqua Scincoides) Following Ultraviolet B Exposure And Withdrawal, Ashleigh Godke, Haerin Rhim, M. Graciela Aguilar, Keishla Marrero-Acosta, Mark Mitchell

Distinguished Undergraduate Researcher Program

Species-specific husbandry guidelines remain limited for blue-tongued skinks (Tiliqua scincoides), especially in relation to ultraviolet B (UVB) lighting and vitamin D requirements. This study aimed to determine whether UVB exposure is necessary for these skinks and how long 25-hydroxyvitamin D (25-OHD) concentrations persist after UVB withdrawal. Eleven adult skinks who had been fed with wet cat food were exposed to 12 or 2 h of UVB per day for four weeks. Plasma 25-OHD concentrations were very low at the baseline, and significantly increased post-UVB in both groups (p < 0.01), with the 12-hour group increasing from baseline concentrations of 18.5 [12.8–20.5] nmol/L to 820 [730–1251.3] nmol/L and the 2-hour group increasing from baseline concentrations of 22 [15.5–22] nmol/L to 635 [401–892.5] nmol/L. Following the discontinuation of UVB exposure, 25-OHD gradually declined and was not significantly different from baseline concentrations at 7 and 4 months for the 12-hour and 2-hour groups, respectively. Dietary vitamin D3 (2.5 IU/g as dry matter basis), provided through wet cat food alone, appeared insufficient to support sustained plasma 25-OHD concentrations. These findings strongly suggest that blue-tongued skinks rely on UVB exposure to increase their 25-OHD concentrations. Moreover, the shorter 2-hour exposure provided a significant rise in 25-OHD concentrations and remained above baseline for 4 months, suggesting the shorter exposure can benefit these animals, while potentially reducing secondary risks associated with UVB exposure.

From Millionaires To Marsh Island: Origin And Development Of Wetland Conservation Efforts In Louisiana, Roan Guidry

Distinguished Undergraduate Researcher Program

Wetlands are protected, managed, and restored worldwide to provide a range of ecosystem services, including (i) habitat for plants and animals, (ii) carbon storage, (iii) improving downstream water quality, and (iv) reducing flooding by river and coastal waters. When did such conservation begin, and how do early conservation efforts shape recent public policy? This thesis identifies some of the earliest recorded examples of private efforts in Louisiana and analyzes how these early efforts shaped State and Federal Government action in the realm of conservation. The earliest wetland protection efforts in Louisiana began in the 1910s to sustain continental populations of …

Analyzing And Understanding America’S Involvement In The Global War In Terror Through The Oral Histories Of Its Veterans And Other Sources, Bryce Edwards

Distinguished Undergraduate Researcher Program

From 2001 to the early 2020s, the United States and its allies have consistently engaged in political, military, counterinsurgency, and nation building operations in nations such as Afghanistan and Iraq. The efforts of this coalition first rallied to combat the threat of global terrorism after September 11th, yet it would then develop in decades-long assignment to rebuild these countries and their institutions with fundamental (and foreign) western values. This thesis intends to examine the conflict by conducting oral histories of its many veterans, to better understand their lived experience. These interviews will be supported by scholarly works from those involved …

Gullah Geechee, Progenitors For African North American Maternal Lineage, Jennifer Caldwell, Imani Sykes, Robbie Beyl, Tomilowo Abijo, Kiara Charles, Fatimah Jackson

Distinguished Undergraduate Researcher Program

African American ancestral lineages are marked by resilience, shaped by centuries of forced migrations, the Transatlantic and domestic slave trades, and subsequent movements within the United States. These historical events have influenced both the cultural and genetic diversity of Legacy African Americans. This study examined mitochondrial DNA (mtDNA) haplogroups among 189 participants—79 Gullah Geechee and 110 African Americans—to explore the Gullah Geechee as potential progenitors of other Legacy African North American lineages. Haplogroup analysis revealed L2 and L3 as the most frequent among both groups, comprising 34.6% and 38.8% in African Americans and 28.0% and 54.7% in Gullah Geechee, respectively. …

Freshwater Mussels Of Louisiana: A Field Guide, Franchesca Ruiz, Garrett Hopper

Distinguished Undergraduate Researcher Program

Freshwater mussels (Order Unionidae) are important animals that provide valuable ecosystem functions and services. Due to a multitude of factors such as habitat modifications and habitat destruction related to human population growth many mussel populations are declining throughout the United States increasing the need for public awareness. Louisiana is home to 63 mussel species, but most residents are not aware of their presence, importance, or state of imperilment. We addressed this by creating a field guide to the freshwater mussels of Louisiana. Our goals include providing a resource for accurate freshwater mussel field identification, increasing public and scientific awareness of …

Structural Determination And Regulatory Mechanisms Of Rice Lipoxygenase-1, Lillie Ballanco, Nathaniel Gilbert, Adam Offenbacher

Distinguished Undergraduate Researcher Program

Lipoxygenases (LOXs) are non-heme iron containing enzymes that catalyze the oxygenation of polyunsaturated fatty acids (PUFAs) such as linoleic acid (LA). These lipoxygenase enzymes are found in both plants and animals. In humans, LOXs have been linked to inflammatory diseases such as asthma, atheroscelerosis, and allergic rhinitis. Plant LOXs have been primarily linked to the growth, development, and stress response of the plant. This paper focuses on Oryza sativa lipoxygenase-1 (OsLOX1), an enzyme found in rice (Oryza sativa). OsLOX1 has been associated with enhanced drought tolerance in rice and may play a role in regulating growth under water-limited conditions. Understanding …

Quantifying Uncertainty In Landscape Evolution And Provenance Analysis: Insights From Statistical And Numerical Modelling, Vivian Carmello Grom

LSU Doctoral Dissertations

Landscape evolution models (LEMs) and detrital zircon provenance are widely used to investigate Earth surface processes, yet both face challenges related to quantifying model behavior and interpreting sedimentary signals under realistic, heterogeneous conditions. This thesis addresses these challenges through analysis and case studies that develop and apply new approaches for analyzing landscape dynamics and assessing uncertainties in sediment provenance.

Chapter 1 introduces a quantitative framework for evaluating LEM outputs using Shannon Entropy, Moran’s I, and Geary’s C. Applied to simulations with steady uplift, periodic uplift, spatially variable uplift, and a timeseries of DEMs, these metrics capture spatial organization and information …

Cache-Conscious Sparse Matrix Dense Matrix Multiplication On Gpus, Haoqiang Guo

LSU Doctoral Dissertations

Over the past decade, high-performance deep learning has evolved into a critical research domain, driven by the demand for efficient models and high inference throughput. Deep learning architectures have shifted from stacked convolutional layers to transformer-based models, while pruning techniques and graph-structured data have established sparse matrix–dense matrix multiplication (SpMM) as a fundamental kernel—particularly in graph neural networks (GNNs). Modern GPUs, with their massive parallelism and high-bandwidth memory, offer immense potential for accelerating these workloads. While SpMM implementations using the compressed sparse row (CSR) format remain common to avoid conversion overhead, preprocessing-based methods have recently demonstrated superior potential. In GNN …

Investigating The Fatigue Behavior Of Inconel 939 And Inconel 718 Through Micromechanical Testing, Mohammad Hossein Shahini

LSU Doctoral Dissertations

A detailed evaluation of fatigue crack growth (FCG) in a silicon-modified Inconel 939 alloy, fabricated via laser powder bed fusion additive manufacturing (L-PBF AM), was performed using cyclic bending tests on pre-notched microscale cantilevers with a cross-sectional dimension of 25 µm × 25 µm. To our knowledge, this study is the first to demonstrate that such microscale cantilever tests can effectively capture both the threshold and Paris-law regimes of FCG, despite the limited specimen size. The precise fabrication of these small-scale specimens allows for controlled fatigue crack propagation relative to the microstructure while minimizing the presence of volumetric defects. Notably, …

Role Of Cellular Stress Responses In Innate Immune Defense Against Acute Respiratory Infections, Amit Sharma

LSU Doctoral Dissertations

The endoplasmic reticulum (ER) stress sensor inositol-requiring enzyme 1α (IRE1α) is an important regulator of innate immune cells. However, its role in pulmonary innate host defenses remains poorly understood. This dissertation elucidates the dual, context-dependent role of IRE1α in host defense against methicillin-resistant Staphylococcus aureus (MRSA) pneumonia. We demonstrate IRE1α’s function as both a detrimental mediator of acute pathology and an essential facilitator of innate immune memory. Our work revealed that acute IRE1α activation during primary MRSA infection is detrimental. In lungs and alveolar macrophages (AMs), IRE1α is activated in response to MRSA infection. Consequently, IRE1α activation triggers a hyperinflammatory …

Supporting Best Practices In Family Engagement: Our Week Of The Young Child Experience, Michelle Fazio Brunson, Faith S. Birdwell, April Giddens

Spark! Innovations in Early Childhood Education: A Research-to-Practice Journal for Educators

Family engagement is a collaborative process where early childhood professionals, families, and children build positive, goal-oriented relationships. Incorporating family engagement into preschool programs is not merely beneficial but essential for promoting holistic child development in programs where children feel safe, cared for, and secure. In this article, we share the benefits of effective family engagement activities for families with young children and describe how we celebrated the National Association for the Education of Young Children's 2025 Week of the Young Child.

Advancing Louisiana's Cropping Systems: Sustainable Bioenergy Production, Cover Crops, And Technology Integration, Pedro R. Carrillo

LSU Doctoral Dissertations

The adoption of cover crops in Louisiana is lower than the national average, underscoring the need for region-specific research to address environmental challenges and demonstrate the short-term benefits of these practices within existing production systems. This research evaluated the integration of cover crops (CC) in energy cane (Saccharum spp.) and no-till cotton systems, focusing on their effects on soil health, nitrogen (N) management, and biomass production. Soil health indicators (SHIs), including enzymatic activities (β-glucosidase, β-glucosaminidase, and urease), protein N, inorganic N concentrations (nitrate and ammonium), soil organic matter (SOM), and microbial community composition assessed through ester-linked fatty acid …

Equity-Aware Natural Hazards Resilience Assessment And Improvement Of Road Networks, Naqib Mashrur

LSU Doctoral Dissertations

As climate change intensifies the frequency and severity of hurricanes, the resulting flood events pose escalating threats to transportation infrastructure and community well-being. This dissertation addresses the intersection of flood resilience, network connectivity, and social equity by integrating principles from network analysis, equity planning, and disaster resilience. The research begins by examining the social dimensions of accessibility loss during hurricane-induced flooding. Spatial and demographic analysis reveals that Native American and Hispanic populations in the case study region experience the most significant reductions in access to essential service facilities, highlighting inequities in systems.

Investigating a region southern Louisiana road network demonstrates …

Bridging Modalities: Enhancing Multimodal Sentiment Analysis For Social Media Networks, Misbah Ul Hoque

LSU Doctoral Dissertations

Social media platforms like X (formerly Twitter) serve as rich sources of textual and visual information, making multimodal sentiment analysis essential for understanding complex human emotions. This dissertation aims to advance multimodal sentiment analysis by improving the semantic alignment and fusion of textual and visual features, thereby enabling more accurate and context-aware sentiment interpretation of social media content.

To address challenges in multimodal integration, this work proposes two complementary MSA approaches. The first approach introduces a similarity-based multi-layer attention neural network (SiMANN) that enhances modality integration through cosine-based similarity fusion and modality-specific attention to emphasize salient features in text and …

Elucidating The Role Of Marine Benthic Carbon In A Changing World, Cristina Schultz, Jessica Y. Luo, Damian C. Brady, Robinson W. Fulweiler, Matthew H. Long, Colleen M. Petrik, Jeremy M. Testa, Heather M. Benway, David Burdige, Marta M. Cecchetto, Isa Elegbede, Natalya Evans, Alexandra Frenzel, Kayla Gillen, Lisa C. Herbert, Heidi K. Hirsh, Gennadi Lessin, Lisa Levin, Kanchan Maiti, Sairah Malkin, Sarah L. Mincks, Stanley Nmor, Anh Pham, James Pinckney, Christophe Rabouille, Shaily Rahman, Subhadeep Rakshit, Nicholas E. Ray, Dalton K. Sasaki, Samantha A. Siedlecki, Christopher Somes, Aron Stubbins, Olivier Sulpis

Faculty Publications

The ocean plays a major role in controlling atmospheric carbon at decadal to millennial timescales, with benthic carbon representing the only geologic-scale storage of oceanic carbon. Despite its importance, detailed benthic ocean observations are limited and representation of the benthic carbon cycle in ocean and Earth system models (ESMs) is mostly empirical with little prognostic capacity, which hinders our ability to properly understand the long-term evolution of the carbon cycle and climate change-related feedbacks. The Benthic Ecosystem and Carbon Synthesis (BECS) working group, with the support of the US Ocean Carbon & Biogeochemistry Program (OCB), identified key challenges limiting our …

Hurricanes And Human Health In Louisiana: Insights From Hurricanes Laura, Delta, And Ida, Shobha Kumari Yadav, Robert V. Rohli, M. E. Betsy Garrison, Elisabeth Ponce-Garcia, Nazla Bushra, Charleen Mcneill

Faculty Publications

Louisiana is one of the most disaster-prone states, with hurricanes ranking among the most destructive hazards. Hurricanes impede sustainability by straining hospital infrastructure, overwhelming emergency departments, and disrupting continuity of care. Louisiana’s healthcare system, characterized by high uninsured rates, limited rural access, and notable racial and socioeconomic disparities, is particularly vulnerable during disasters. This research explores trends of mental and respiratory health in Louisiana surrounding Hurricanes Laura (2020), Delta (2020), and Ida (2021). Analysis reveals a substantial increase in admissions after landfall of all three storms, with mental health conditions showing a larger surge than respiratory ones in already-vulnerable communities. …