Articles

A collection of research articles

There are 12 articles published in this collection
Articles | Original Research Paper
Predicting Network Traffic Flow with a Multi-Layer Short-Term Memory Model
Article thumbnail
Jun 27, 2024

In the dynamic realm of digital communication, managing and optimizing network traffic is critical. Efficient forecasting of network traffic volumes, crucial for maintaining network quality, poses significant challenges due to the volatile nature of data flow. This study introduces a novel approach using Long Short-Term Memory networks to enhance forecasting accuracy.

Articles | Original Research Paper
Using Bromelain Application to Inhibit the Spread of the Tobacco Mosaic Virus and Promote Tissue Regeneration in Red Bell Pepper Plants
Article thumbnail
Jun 27, 2024

Plant viruses are a prevalent issue as they pose detrimental effects on agriculture, the food economy, and numerous individuals worldwide. One major effect of these viruses is tissue necrosis (breakdown of tissue), which plays a significant role in the decrease of crop yields. This study focused on the Tobacco Mosaic Virus, which infects over 350 plant species, causes necrotic symptoms, and exhibits a high transmission rate.

Articles | Original Research Paper
An Analysis on Genomic Correlation for Gallstone Susceptibility
Article thumbnail
Jun 27, 2024

Gallstones, typically benign and harmless hardened deposits of digestive fluids, present in the gallbladder can cause severe painful complications if left untreated and can lead to removal surgery.

Articles | Original Research Paper
Analyzing Carbon-13 NMR Spectra to Predict Chemical Shifts of Carbon Compounds using Machine Learning Algorithms
Article thumbnail
Jun 27, 2024

Nuclear Magnetic Resonance is a fundamental tool in chemistry for elucidating the molecular structure of unidentified substances. The evaluation of 13C NMR spectra can be challenging due to the numerous factors that affect the peaks and their locations.

Articles | Original Research Paper
Assessing the Impact of Water, Algae, Alcohol, and Oil-Based Inks on the Biodegradability of Cellulose in Filter Paper
Article thumbnail
Jun 27, 2024

This study evaluated the effects of several ink types on the biodegradability of cellulose. Paper is one of the main components of cellulosic waste, which is a major environmental problem worldwide. The effects of several ink types, such as alcohol-based, water-based, algae-based, and oil-based inks, on the degradation of cellulose were studied.

Articles | Original Research Paper
Effect of Sulfakinin/Cholecystokinin-type Peptide ArSK/CCK1 on Satiety and Energy Metabolism of Asterias vulgaris
Article thumbnail
Jun 27, 2024

Depression is the persistent sadness or lack of interest in previously rewarding activities and has devastating effects on much of the global population. The neuropeptide cholecystokinin (CCK) controls satiety in humans and travels along a signaling pathway related to the brain-gut axis in humans.

Articles | Original Research Paper
AQINet: A multimodal deep convolutional neural network to predict Air Quality Index via satellite imagery and meteorological data
Article thumbnail
Jun 27, 2024

Air pollution is a pressing ecological issue with significant impacts on both public health and the environment. Poor air quality is a major contributor to respiratory diseases and is linked to millions of deaths annually, but many countries cannot afford air monitoring equipment. This lack of data makes it difficult to assess the health and environmental risks resulting from pollutant exposure.

Articles | Original Research Paper
A Novel Approach to Inhibit MAP2K1 Overexpression Present in Melorheostosis Utilizing Moringa oleifera Extracts
Article thumbnail
Jun 27, 2024

Melorheostosis is a rare bone disorder characterized by a mutation in the MAP2K1 gene in the MAPK signaling pathways, overproducing MEK1 protein, resulting in abnormal, flowing bone growth. Treatment and diagnosis options are limited; therefore, this experiment explores the use of Moringa oleifera, a promising natural product, as a potential treatment option for melorheostosis.

Articles | Original Research Paper
Inhibition of TORC1 Pathway in Saccharomyces Cerevisiae to Induce Autophagy Using Graphene Oxide
Article thumbnail
Jun 27, 2024

Alzheimer’s Disease is a neurodegenerative brain disorder that affects close to six million people in the US alone. The disease is characterized by amyloid beta plaque buildup in the brain which limits proper communication and connection between neurons.

Articles | Original Research Paper
An Investigation of the Economics Behind Air Emergency Medical Services
Article thumbnail
Jun 27, 2024

The use of air ambulance services, a critical component of emergency medical response, has become increasingly prevalent in transporting critically ill or injured patients to medical emergency sites. This essay aims to provide a comprehensive understanding of air ambulance services by exploring their definition, importance in trauma care, and the economic and personal finance aspects associated with these life-saving interventions.

Articles | Original Research Paper
Age Determination of NGC 1952 and PSR B0531+21 Using Radio Observations
Article thumbnail
Jun 27, 2024

Supernova remnants and pulsars are highly related phenomena, both can be produced from the same cosmic explosion. This research uses two strategies to estimate the ages of young supernova remnants and evaluates their reliability.

Articles | Original Research Paper
Decoding the Diet of a Local Owl Population
Article thumbnail
Jun 27, 2024

To better understand the local rodent population and its potential for disease transmission, owl pellets were collected from an abandoned building that was soon to undergo renovation in Burke County, NC. Over two years, 12 pellets were dissected, with eight pellets dissected in the first year and the remaining four in the second year.