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  • AI & Machine Learning, Biology, Computing, Data & AI, Life Sciences
    Abstract Medical trainees depend on diverse visual reference material to develop diagnostic pattern-recognition skills, yet such material is often limited in diversity and accessibility. This paper presents a classifier-in-the-loop generative framework for synthesising realistic histopathology images: a Stable Diffusion v1.5 model is fine-tuned using Low-Rank Adaptation (LoRA) on the PathMNIST dataset, consisting of nine colorectal […]
  • Biology, Chemistry, Life Sciences, Physical Sciences
    Abstract The number of diabetes patients is increasing worldwide, but many cases stay undiagnosed in low-resource regions. The A1C blood test is invasive and costly, therefore it is often not available in these regions. In this research, DiaBreath is proposed as a low-cost noninvasive screening system based on exhaled breath analysis. Volatile organic compounds (VOCs) […]
  • Computing, Data & AI, Data Science, Economics, Social Sciences, Humanities & Policy
    Abstract Digital commerce platforms compete with local vendors under frictions of time, price, and visibility. We test whether an interpretable choice model with reinforcement and social influence can yield substantial changes in aggregate market share as control parameters vary. We simulate repeated customer choice among vendors using a utility function that combines vendor attributes (price, […]
  • AI & Machine Learning, Computing, Data & AI
    Abstract Local businesses are important to neighborhood service access, but access to these services is limited in some areas. This study uses GIS and machine learning to identify possible limited service zones for restaurants and supermarkets across Dublin, Pleasanton, and Livermore in Alameda County, California. The model dataset included 1,134 Alameda County census block groups, […]
  • Chemistry, Physical Sciences
    Abstract Glycerol, a biodiesel by-product, is often discarded due to limited high-value utilization, resulting in resource waste and increased environmental burden. Catalytic oxidation provides a potential route for converting glycerol into value-added chemicals such as glyceric acid. Previous studies have demonstrated that Pt-Fe interactions can influence glycerol oxidation, motivating further investigation of how Pt:Fe composition […]
  • Health Sciences, Sports Science
    Abstract Background: The structure of modern golf balls is complex, with multiple layers, dimples, varying cover materials, and different compression ratings due to mantle composition and construction. Rigorous, statistical comparisons of commercially available golf balls, tested under a repeatable swing, are not commonly available. The results of this experiment are relevant since the USGA and […]
  • Economics, Social Sciences, Humanities & Policy
    Abstract This paper examines how persistent seasonal labor shortages arise in tourism dependent economies such as Ocean City, Maryland, and focuses on the interaction of federal labor supply shocks with local housing inelasticity, rather than shocks alone. I frame housing as a complementary input to labor supply, explaining how such constraints in the housing supply […]
  • Mathematics, Mathematics & Statistics
    Abstract The three theorems, Kummer’s theorem, Lucas’s theorem and the Multinomial Coefficient theorem, help determine the parity of a term from the expansion (x+y+z) n. To identify the parity of a term, using one or more of these theorems, requires heavy computation for calculating the parity of a multinomial term. This paper tries to answer […]
  • Mathematics, Mathematics & Statistics
    Abstract The Klein bottle is a classical non-orientable surface in topology that cannot be embedded in three-dimensional Euclidean space without self-intersection. This paper presents an expository analysis explaining why the Klein bottle cannot enclose a volume in R3. We examine orientability, embeddings and immersions. Using topological arguments and properties of smooth surfaces, we show that […]
  • Biochemistry, Life Sciences
    Abstract Protein stability depends on storage temperature, solution composition, and concentration. This study tested how a 25 mg/mL solution prepared with commercial β-galactosidase (lactase) powder preserved its activity after a short room-temperature exposure and whether glycerol, a common protein stabilizer, helped retain activity under the same temperature treatment. Each of the three independently prepared blocks […]
  • Health Sciences, Psychology
    Abstract Adolescent athletes face documented mental health risks, yet research has largely treated them as a single group, giving little attention to how psychological burdens are distributed across racially and ethnically diverse youth or to competitive athletes while still in high school. This study examined depressive symptoms, sport anxiety, academic stress, mental health, and academic […]
  • AI & Machine Learning, Computer Science, Computing, Data & AI
    Abstract This paper investigated how Neural Style Transfer (NST) can be adapted to render images in cinematic styles, focusing on lighting and color distribution featured in movies by Wes Anderson and Tim Burton. Cinematic style lies between the domain of non-photorealistic and photorealistic rendering, as the live-action movie frames can feature both elements from real-life […]
  • Engineering, Mechanical Engineering
    Abstract The rapid electrification of commercial urban logistics necessitates a transition from traditional internal combustion engine (ICE) chassis architectures to platforms optimized for high-density battery arrays and variable payload requirements. Many current electric delivery vehicles rely on modified ladder-frame structures originally designed for ICE vehicles, which may not be optimised for the dynamic and asymmetric […]
  • Mathematics, Mathematics & Statistics
    Abstract Sudoku, with its complex combinatorial structure, provides a natural NP-hard benchmark for testing optimization models. In this study, we quantitatively compare Quadratic Unconstrained Binary Optimization (QUBO) and Higher-Order Binary Optimization (HOBO). While QUBO is compatible with quantum computers, it is often evaluated on classical simulators known as quantum simulators which calculates with tensor network […]
  • Social Sciences, Social Sciences, Humanities & Policy
    Abstract Does a high school student’s family characteristics and ethnicity affect their rate of suspension? Racial disparities in suspension rates are well documented and two conflicting explanations are prevalent in previous literature. The first attributes the gap to differences in socioeconomic status and a student’s situation. The other suggests that institutional factors cause this disparity. […]

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