Journal of Student-Scientists' Research, Vol. 4 (2022)
Creators: name: Journal Of Student-Scientists' Research
Publisher: name: Journal of Student-Scientists' Research
Year: 2022

description: Abstracts in this issue result from mentored research in-person, or remotely (about one-third), or a hybrid. Through mentors’ resilience and creativity to provide research opportunities during the COVID pandemic, they maintained the remote and hybrid internship opportunities which provide equity, access and inclusive research for their interns.
description: Evaluating External Sources of Metals for the Development of Planetary Civilizations on Ocean Worlds Using Machine Learning Models to Estimate Final Student Grade from Initial Performance in a Course Using Machine Learning to Predict University Student Failure Based on Recurring Assignment Procrastination Spatiotemporal Disease Case Prediction Using Contrastive Predictive Coding How do personalization methods used in learn-by-mistakes systems affect learning gains? Using Spiking Neural Networks for Control Applications at the Edge Limitations on High-Speed Relativistic Interstellar Travel due to Interstellar Asteroidal and Cometary Material The Vaccine Effect of Extracellular Vesicles from Breast Cancer Cells Towards Efficient Similarity-Aware Time-Series Classification Determinants of Pediatric ?COVID-19 Vaccine Uptake at the County Level in the US, July and September 2021 Take a Load Off! Enhancing Artificial Intelligence Offloading in Multiplayer Games Using Wifi-Based Occupancy Data to Increase Energy Efficiency for Smart Buildings Determining the Relationship between UVAI and AOD Correlation, MCE, and FRP in the September 2020 Fires Analyzing the Relationship Between Ultraviolet Aerosol Index and Aerosol Optical Depth to Fill in Missing Data from a 2021 Wildfire Improving Aerosol Optical Depth (AOD) data via Regression Methods derived from Mean Combustion Efficiency (MCE) and Aerosol Index (UVAI) Data Products Accounting for Missing AOD Data with UVAI for Improved Aerosol Forecast in Wildfire/Dust Storm Cases Investigating Wildfire Impact on Ecosystem in California using NASA MODIS Measurements NASA’s Transiting Exoplanet Survey Satellite Mission Ground-Based Follow-Ups Addressing the Emergency Ukraine Food Security Crisis Using Mathematical Modeling Through Optimal Distribution of Food Resources Using Physics-Informed Neural Networks to Model and Simulate the Dynamics of Infectious Diseases in Enclosed Environments A Mathematical Model for Understanding and Predicting Dynamics of Depression as an Epidemic Analyzing Deep Learning Methods for Constructing Knowledge Graphs From Text Using Automated Ontology The Implications of 'Oumuamua on Panspermia MIRACLE: Motor ImpaRiment AcCessibiLity issuEs Using Data Visualization and Machine Learning Techniques to Determine Which Features Are Most Helpful in Predicting Malignant Or Benign Tumors An App to Help Individuals with Insomnia Treat Their Sleep Disorder Creation of Printable Protein Models from Atomic Coordinates Machine Learning Approaches and Methods for Discriminating B-Cell Epitopes, specifically in COVID-19 Spike Proteins AutoMute2.0 to Predict Disease-Causing and Neutral Mutations in Human Transmembrane Proteins A Computational Analysis of Circuit Motifs in the Hippocampus Identification of New Neuronal Types in the Hippocampal Formation of Mouse Brains Based on Morphology Comparative Analysis of Neuronal Morphology from Control and Schizophrenic Animal Models Obtained from NeuroMorpho.Org Database Arbitrage with the Bellman-Ford Algorithm Comparisons of Classic and Quantum String Matching Algorithms Effect of TAR Binding Molecules on HIV-1 Proviral Transcription The Effect of Cannabidiol and HU308 on Extracellular Vesicle Populations of HIV-1 Infected Monocytes Wi-Fi Based Occupancy Estimation for Optimized Operation of HVAC systems Occupancy and Direction Estimation Based on Grid Search Approach Occupancy and Direction Estimation Based on Thermal Sensor Data Integration of 5G Network Management with Node Clusters for the Support of NextG Security The Effects of Latent Heating on Mid-Latitude Cyclones Antibiotic Development Against Klebsiella pneumoniae Measurement of Volatile Organic Carbon (VOC) inside Masks: Are We Breathing Poor Quality Air? Breastfeeding and Cesarean-Section Rates in the Dominican Republic from 1996 to 2013 An Experience Report of Applying Automated Techniques to Non-deterministic Bugs in Software Testing Reinforcement Learning Based Channel Hopping: Implementation on Nano Drones Improving Android User Interface Testing Through Automated Screen Understanding Computing the Number of Attempts Needed On An Assignment to Improve Course Design Detection of Infrared Excess in the V1298 Tau Planetary System Using a Spectral Energy Distribution Model Exploring Hands-on Resources and Activities in Election Security Harmful Terms in Computing: Detection and Correction Isolating Globisporangium ultimum (Pythium ultimum) in Vitro to Study Biofungicide Treatments on Amaranthus tricolor Hydroponic Microgreens Incorporating COVID-19 Ion Channel Adaptations to Understand Immune Response How Do YouTubers Collaborate With Each Other? A Machine Learning and Network Analysis-Based Approach Discovering the Reasons Why the Rate of Car Accidents Is Higher in California, Texas, and Florida. Identification of substrates for Francisella novicida chitinases in order to characterize the importance of chitinase in biofilm formation Testing Ab Initio Designed Antimicrobial Peptides Against Multi-Drug Resistant Acinetobacter baumannii Analysis of Neutrophil Viability and Activation State in LPS Treated Cultured Blood Clots Breastfeeding and Cesarean-Section Rates in Tanzania from 1996 to 2015 Comparing Spatial Social Network Models for an Agent-based Simulation Raising Awareness on Geopolitics Concerning the Russia-Ukraine Conflict Through Serious Games Synthesis of High-Performance Laser-Induced Graphene Microsupercapacitors from Polyimide Films Towards ML-driven Snow Water Equivalence Prediction Identifying Wildland Fire Risks in California Using Machine Learning and Multi-Source Observation Data Exploring Income and Wealth Distributions using Agent-Based Modelling: How does Taxation Impact Economic Inequality? Flocking with Only Two Parameters Investigating Emergency Responders’ Roles in a Dirty Bomb Event With an Agent-Based Model Towards the Automation of Information Gathering and Hypothesis in Debugging MLFeed: Data Science Tutor Mining Design Rules: Creating a User Interface for Programmer-Computer Interaction Software Development with a Microtask Programming Hackathon Integrating the Theory of Planned Behavior and the Health Belief Model into an Agent-based Model of Disease Spread on George Mason University’s Campus Striped Bass Migration Patterns Across Varying Salinity Gradients Inferred with Otolith Chemistry​ Comparisons of Banded Killifish Condition Among Wastewater Impacted and Control Sites Using mmWave Radar Technology for American Sign Language Gesture Recognition An Analysis of International Digital Censorship Is More Money Good? The Limited Linkages of Federal Contract and Grant Spending with Health Characteristics in US Counties Crystal Growth and Characterization of Kagome Magnet DyAgGe Instrumentation Design to Record Neuronal Activity in Earthworms The Relationship Between the East-West Surface Temperature Gradient, Tropical Pacific Ocean Heat Uptake, and Climate Sensitivity Analyzing the Direct and Indirect Radiative Effects of Dust Aerosol Concentrations Empirically Investigating Sharpness-Aware Minimization Rehearsal-Based Continual Learning for Disease Classification Incremental Learning for Disease Classification Comparative Analysis of Quantum Support Vector Machines and Nonlinear Classical Support Vector Machines for Malignant Colorectal Cancer Diagnosis Comparative Analysis of Quantum Support Vector Machines and Nonlinear Classical Support Vector Machines for Malignant Colorectal Cancer Diagnosis What type of Data Anonymization Methods Will Help Give Us Better Results in an Educational Setting? Does Initial Student Performance in Online Courses Lead to Student Failure? It Is Time That the Classification of Entities Evolves Using Machine Learning Models to Estimate Final Student Grade from Initial Performance in a Course Does Allowing Multiple Attempts On Online Homework Benefit All Students? A Comparison Between Manual Free Response Classification and Machine Learning and Natural Language Processing Techniques in Terms of Speed and Accuracy Effects of Nearby Galactic Supernovae on the Composition of Solar System Atmospheres Using spiking neural networks to direct robotic fish towards a target Long-term Water Quality Trends in Barnegat Bay, New Jersey Can We Interpret a Robot's Predictions While Navigating in an Unknown Environment? Grouping Songs Using String-Matching and Lloyd's Algorithm Comparing Music with Dynamic Programming String-Matching Algorithms Vaccine Effect of Extracellular Vesicles from HTLV-1 Infected Cells Using Twitter to Examine the Relationship Between Social Media and Air Quality in American Cities Using Natural Language Processing to Analyse the Current State of Political Discourse on Twitter Evaluating Reduced and Oxidized Abeta Peptides Using Machine Learning Using Application Programming Interfaces to automate NO2 Data Collection of the Ukraine Region Using Data From NASA Satellites Comparative Articular Cartilage Thickness Measures using High-Frequency Ultrasound versus Histology Measuring Velocities of the Sun’s Ionized Magnetic Loops to Understand Coronal Heating Spatiotemporal Disease Case Prediction Using Contrastive Predictive Coding Freshwater Bivalves: the Sherlock Holmes of Bioaccumulation Eating for Two: Does Parasitic Infection Alter the Feeding Behavior of the Invasive Japanese Mystery Snail? Understanding the Salinity Range of the Larvae of an Isopod Endoparasite in an Estuarine Mud Crab Host Optimization of Protein Painting Procedure for Removal of Paint Molecules from Small or Nonglobular Proteins Utilizing the Rab6/Km23-1 Complex New Hybrid Molecular Modalities Comprised of DNA-Origami and Interfering Peptides as Inhibitors of Protein-Protein Interactions "New Hybrid Molecular Modalities Comprised of DNA-Origami and Interfering Peptides as Inhibitors of Protein-Protein Interactions " Data Analysis of Genetic Variability in Alzheimer’s Affected Brains Computational study on the transmission of COVID-19 in Virginia using SIQR Model Characterization of Large EVs From Breast Cancer Cells Diagnosis of Tuberculosis through qPCR Amplification of Mycobacterium tuberculosis DNA in Patient Urine Samples