Digital Commons Network^™

Interview - The Devil’S Own Purgatory: The United States Mississippi River Squadron In The Civil War - Gudmestad, Robert

Civil War Book Review

No abstract provided.

Mapping Consumer Perceptions Of Ai-Enabled Smart Clothing On Twitter: A Social Network And Semantic Analysis, Farhana Momotaz, Juyoung Lee, Md Rashedul Hasan, Caroline Kobia

LSU Fashion and AI x Policy Symposium

No abstract provided.

Comparison Of Communication Interfaces In Ai-Driven Styling Services, Yanbo Zhang, Chuanlan Liu

LSU Fashion and AI x Policy Symposium

No abstract provided.

When Cool Meets Algorithm: Ai-Assisted Design, Disclosure Strategies, And The Reconstruction Of Brand Coolness In Fashion, Xinjie Huang, Qichao Zheng

LSU Fashion and AI x Policy Symposium

No abstract provided.

Ai Agent-Powered Fashion Shopping Services: A Future-Oriented Consumer Adoption Perspective, Yanbo Zhang, Chuanlan Liu

LSU Fashion and AI x Policy Symposium

No abstract provided.

Ai Integration In Professional Fashion Design Software: A Case Study Of Clo3d, Sibei Xia, Jiajun Liang, Rui Zhao, Chuanlan Liu, Ling Zhang

LSU Fashion and AI x Policy Symposium

No abstract provided.

Will It Tear? Creating A Collegiate Athlete Cutting Mechanics Grading Process, Abigail Savoy, Matthew Morgan, Nicholas Totaro

Distinguished Undergraduate Researcher Program

Collegiate athletes push their bodies to compete at the top level of their sport. Through 5 years, collegiate athletes had 729 ACL tears. To aid in training and the reduction of injury risk, there are several procedures for grading the ability of an athlete to make a cut or change-of direction motion. Through this research project, we defined a procedure for analyzing motion capture video and data of the cutting mechanics of collegiate athletes. This was done to identify which athletes have a higher or lower risk of an ACL injury by comparing knee valgus and other biomechanical indicators on …

The Role Of Laminin Isoforms In Glioblastoma Migration, Aseel Ahmed, Faezeh Ghobadi, Hanna Devillier, Qi Cai

Distinguished Undergraduate Researcher Program

Glioblastoma (GBM) remains the most prevalent and lethal invasive brain tumor, denoted by a median survival of 12-15 months despite standard procedures such as safe surgical resection, radiotherapy, and chemotherapy. This limited effectiveness largely arises from the infiltrative nature of GBM cells, which interact with the brain’s extracellular matrix (ECM) by migrating along blood vessels and axonal pathways. The ECM contains the interstitial matrix (IM) and the
basement membrane (BM) made up of proteins and glycans which interact with the malignant cells. While research has mainly been focused on understanding how GBM cells interact with IM components, our knowledge about …

Developing A Comparative Framework For Organic Matter Loss Using Standardized Soils To Mimic Urbanized Areas, Madison Woodson, Michael (M.P.) Hayes

Distinguished Undergraduate Researcher Program

Rapid urbanization is an ongoing challenge to the natural ecosystem across Louisiana as the state invests in development to accommodate the challenges of flooding in nearby towns and cities. Across Louisiana waterways, flooding from urban developments along with coastal subsidence and relative sea level rise increase the transport of complex organic matter into local water channels. These events lead to higher concentrations of nutrients, specifically bioavailable carbon which can be lost from breakdown of soil organic matter in water. To better understand and predict organic matter transportation due to flooding events caused by urbanization, we studied the availability of organic …

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.

Bird Diy: Building An Rfid System To Study Behavior In Free-Living Starlings, Raedan Stephens, Keegan Stansberry, Christine Lattin

Distinguished Undergraduate Researcher Program

Radio Frequency Identification (RFID) technology can be effectively utilized to gain insights into animal behavior, such as avian responses to environmental change. In our established field system of free-living European starlings (Sturnus vulgaris), we sought to implement a new system of RFID readers with antennas encircling the entrances of bird boxes and RFID leg bands with unique identifiers that record when birds pass through the antennas. To limit costs, we used Arduino RFID readers built by Eli Bridge and Jay Wilhelm and constructed the rest of the system components ourselves. We designed and 3D printed a new device to efficiently …

Environmental Influence On The Smart Self-Sensing 3d-Printed Concrete Column, Laraimie Reid, Khalilullah Taj, Yen-Fang Su

Distinguished Undergraduate Researcher Program

This study investigates the influence of environmental factors on the self-sensing performance of 3D-printed cementitious composites for structural health monitoring. Square 3D printed column samples containing control mortar and self-sensing cementitious composite (SSCC) were fabricated and cured, then exposed to controlled drying cycles and temperature variations from room temperature to 60°C. Under cyclic compressive loading, changes in electrical resistance were monitored to evaluate the fractional change in resistivity (FCR) and stress sensitivity. The results demonstrate that both internal moisture variation and elevated temperature significantly affect the piezoresistive sensitivity. Although resistance decreased with an increase in humidity and temperature, a better …

Water Remediation And Hydrogen Production With Cobalt-Doped Tio2 Photoanodes, Moises Osorio, Liz Diaz, Caleb Osei-Appau, Fanny Duquet, Anne Lobitz, Chahinez Arroumia, Stéphanie Roualdès, Samuel Bayo, Francois Zaviska, Samuel Snow

Distinguished Undergraduate Researcher Program

Finding clean energy and water sources are some of the most important challenges in the engineering field. The use of TiO2 photoanodes is a promising method for hydrogen production and water treatment. Synthetizing TiO2 using polymeric biosurfactants and/or doping with Cobalt Oxide may allow optimization for both hydrogen production and water treatment. Photocatalytic experiments were performed using a UVA lamp with emissions centered at 395 nm, across different modes of application, such as powder and thin film. Three polymeric biosurfactants were tested, including GBACoco (GC), GBAC18:1 (GB) and BIO868 (BIO), with a range of molar ratios from 0 to 0.5 …

Bayou Bride: Combining Alligator Leather And Digital Textile Printing In Bridalwear, Martha Rigney, Casey Stannard

Distinguished Undergraduate Researcher Program

Alligator leather is attractive to luxury consumers because of its unique texture and beauty. However, due to the shape of alligator hides, differing scale patterns, and the hardness of the leather, it is less appealing for usage in apparel. One strategy to retain the visual appeal of alligator leather while improving comfort and versatility is to create photo-realistic digitally printed “alligator” textiles alongside real leather. Discovering new ways to use alligators is crucial to the alligator industry, which is experiencing a price slump. This project focused on the bridal market; the utilization of sublimation dye printing allowed me to experiment …

The Healing Power Of Nanoparticles: Bioengineering Gelatin Films With Lignin-Graft-Plga Nanoparticles For Enhanced Tissue Repair, Marie Howe, Cristina Sabliov, Thanida Chuacharoen, Willyam Nikiema

Distinguished Undergraduate Researcher Program

Fish gelatin, a biocompatible material, can be methacrylated to enable its photo-crosslinking and formation of hydrogels for tissue-repair applications (1). This study investigated the incorporation of lignin-grafted PLGA nanoparticles (LNPs) into 3D-printed fGelMA hydrogels as controlled drug delivery systems. Lignin has UV absorbing properties, which could potentially interfere with photocrosslinking of fGelMA (2). These LNPs possess hydrophobic PLGA core and hydrophilic lignin forming the shell providing ample opportunities for delivery of drugs of different chemistries (3). Fluorescent LNPs (FLNPs) were engineered by covalently bonding a fluorophore to the shell prior to nanoparticle synthesis to allow for fluorophore tracking. The understanding …

Bridging Distances: Exploring Teleoperation’S Present And Prospects In The Construction Industry, Marc Hebert, Aras Maqsoodi, Ali Kazemian

Distinguished Undergraduate Researcher Program

Telerobotics has enabled major advancements and developments in multiple fields by providing safer robotic solutions. The construction industry has previously employed teleoperation, but its use has been limited in scope and primarily focused on earthwork. Teleoperation is a valuable tool for ensuring safe operations in extreme environments and inaccessible areas, enabling construction workers to remotely oversee tasks that are traditionally high-risk. Recent advancements in high-speed telecommunication networks, innovative control systems, and growing research in teleoperation have significant potential and practicality for application in the construction industry. This paper reviews the existing literature on construction teleoperation, emphasizing how advancements in Human-Machine …

Evaluation Of Liberty® Herbicide For Zygosity Verification In Transgenic Maize (Zea Mays) Expressing The Bar Gene From Streptomyces Hygroscopicus, Isabel Hau

Distinguished Undergraduate Researcher Program

Maize (Zea mays) is a major global crop cultivated for food and feed. Most commercial varieties grown in the United States contain herbicide-resistant traits to facilitate weed management. One such herbicide trait is Liberty-Link, which contains the bialaphos resistance (bar) gene from Streptomyces hygroscopicus that confers resistance to glufosinate-ammonium, the active
ingredient in Liberty herbicide. This bar gene is also widely used as a selectable marker in plant transformation. In non-transgenic plants, glufosinate-ammonium inhibits plant glutamine synthetase by acting as a glutamate analog, thereby disrupting amino acid biosynthesis and leading
to plant death. In contrast, transgenic plants expressing the bar …

Droplet Microfluidics Integrated With Machine Learning Reveals How Adipose-Derived Stem Cells Modulate Endocrine Response And Tumor Heterogeneity In Er+ Breast Cancer, Calley Chauvin, Braulio Andres Ortega Quesada, Elizabeth Martin, Adam Melvin

Distinguished Undergraduate Researcher Program

Approximately 70% of breast cancer (BC) diagnoses are estrogen receptor positive (ER+) with ∼40% of ER+ BC patients presenting de novo resistance to endocrine therapy (ET). Recent studies identify the tumor microenvironment (TME) as having a key role in endocrine resistance in which adipose-derived stem cells (ASCs) play an essential role in cancer progression. Prior studies have indicated that ASC characteristics such as age and BMI may play a role in cancer progression. Unfortunately, most studies on ASC-BC cross talk have relied on established two-dimensional (2D) culture systems or the use of conditioned media that cannot replicate the complexity of …

Innovative Smart Sensing System For Accurate Monitoring Of Uhpc Setting Time, Ted Atera, Khalilullah Taj, Masoud Pasbani, Yen-Fang Su

Distinguished Undergraduate Researcher Program

Ultra-High-Performance Concrete (UHPC) is an advanced concrete material known for its strength and durability. Its superior mechanical properties make it an ideal material for demanding structural applications such as bridges. Accurate setting time measurements are crucial in helping to optimise the performance of UHPC. All conventional methods and standards for measuring the setting time of concrete rely on using expensive specialised equipment, such as the Vicat apparatus, which assesses penetration depth or resistance. However, these methods may not be well-suited for UHPC due to its rapid surface drying while the interior remains fresh. This prevents free needle penetration and leads …

Crystal Bloom: Ai-Enabled 3d Virtual Fitting As A Sustainable Strategy For Complex Ornamental Fashion, Jiale Man

LSU Fashion and AI x Policy Symposium

No abstract provided.

Rethinking ‘Zaohua’ And ‘Xinyuan’: The Capabilities And Limitations Of Ai Fashion Design In The Aesthetic Perspective Of Chinese Painting Theory, Lingyi Zeng, Chuming Fu, Peixian Sui

LSU Fashion and AI x Policy Symposium

No abstract provided.

Application Research Of Tpe Waterproof And Breathable Membrane In Outdoor Clothing Design, Xiaojuan Wang, Ying Tang

LSU Fashion and AI x Policy Symposium

No abstract provided.

Satellite-Mediated Quantum Clock Synchronization: Towards Precise Timing At A Global Scale, Sage B. Ducoing

LSU Doctoral Dissertations

Accurate timekeeping is essential for scientific and technological advancements, particularly in areas of communication, networking, navigation, and high precision measurements. While many methods of time resolution are already established using classical resources, they fail to combine high precision outcomes with large-scale implementations. Additionally, numerous quantum networking architectures using satellite-assisted methods have demonstrated quantum communication on scales exceeding ground-based methods. For these reasons, we propose the use of a time synchronization method by which pairs of highly time-correlated photons are exchanged between clocks on satellites and clocks on Earth, al- lowing users to reconstruct the time offsets between their clocks. This …

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, …

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.

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 …

The Influence Of Reactive Iron On Organic Carbon Preservation In Sediment Of The Mississippi River-Influenced Shelf, Manab Kumar Dutta, Neha A. Ghaisas, Kanchan Maiti

Faculty Publications

Reactive iron is a key driver of organic carbon preservation in marine sediments, but its participation in organic carbon remineralization complicates efforts to mechanistically constrain its role in preservation. To address this, we investigated the dual role of iron in the Mississippi River-influenced shelf sediment during low discharge (August 2016) and high discharge (May 2017). Duplicate sediment cores (30 cm depth) were collected from two stations; one core served as a natural reference, while the other was used for an incubation experiment. In the natural cores, reactive iron concentrations in the upper 9 cm were lower in August 2016 than …

Integrating Human And Natural Systems From A Global Systems Perspective, John W. Day, William H. Conner, Katherine C. Ewel, Rachael Hunter, G. Paul Kemp, Robert Lane, Jay Martin, William Mitsch, Victor H. Rivera-Monroy, John Rybczyk

Faculty Publications

During his long career, Howard Odum focused on both conceptual and theoretical issues such as maximum power and the development of energy circuit language as well as ecosystem-level studies of natural systems and human interactions with these systems. He and colleagues carried out large macrocosm studies on a variety of ecosystems. We review here studies initiated by Howard Odum as well as whole system studies carried out by a number of post docs, his students and their students. We focus on studies involving John Day, Katherine Ewel, and William Mitsch. Ewel and Mitsch worked on fertilized cypress systems in Florida. …