Plant Biology (Junior Division)
Every year, up to 40% of crops are lost due to plant diseases and pests. The farmers whom society relies on face daily challenges in identifying plant diseases. In fact, many use their own e…
Electronics & Electromagnetics (Senior Division)
This project focused on the design and testing of an integrated electronic system capable of detecting, classifying, and wirelessly reporting damaging package handling events in real time. A…
Cognitive Science (Junior Division)
The idea behind this project was to see if age makes a difference in people's ability to tell if images are AI generated. I made a survey with five AI generated images and five real images,…
Environmental Engineering (Junior Division)
AI vs. Trash: The Effect of Lighting on Accuracy of an AI Classification Model Louis Lu This study investigated the effect of lighting intensity on the classification accuracy of a fully tra…
Behavioral & Social Sciences (Junior Division)
Our study investigated the effects of social media use on the stress levels and self-esteem of middle school students. We hypothesized that higher social media consumption would correlate wi…
Medicine & Physiology (Senior Division)
Oral squamous cell carcinoma (OSCC), a major subtype of head and neck squamous cell carcinoma (HNSC), is characterized by aggressive extracellular matrix (ECM) degradation driven in part by…
Chemistry (Senior Division)
Cyclopropanes are important motifs found in natural products, commercial insecticides, and pharmaceutical compounds. However, their synthesis often relies on concerted reactions that limit m…
Biochemistry/ Molecular Biology (Senior Division)
Currently, small-molecule drug discovery for diseases such as Alzheimer’s (AD) remains challenging due to the inefficiency and costliness of traditional high-throughput screening (HTS), regu…
Behavioral & Social Sciences (Senior Division)
Falls are a leading cause of injury-related hospitalization and loss of independence in adults aged 65 and older, yet most assistive systems remain reactive, detecting falls only after impac…
Medicine & Physiology (Track 2) (Senior Division)
Chronic Hypersensitivity Pneumonitis (CHP) is a progressive interstitial lung disease caused by repeated inhalation of environmental antigens and is particularly prevalent among agricultural…
Medicine & Physiology (Track 2) (Senior Division)
Sleep apnea, a disorder in which breathing repeatedly stops and starts during sleep due to airway obstruction or disrupted brain signaling, affects over one billion people worldwide.However,…
Medicine & Physiology (Junior Division)
An AI Approach: Photo-Based Jaundice Detection and Prediction in Newborns Ronika Pillarisetty J-15-17 I did not use AI, when writing this abstract, these are my own words and data analysis f…
Behavioral & Social Sciences (Senior Division)
As stress levels of adolescents grow in modern society, the risk of severe mental disorders has increased. Recent studies reveal the potential of music to alleviate negative emotions. This s…
Cognitive Science (Junior Division)
This project explores how different types of AI assistance influence human learning and knowledge acquisition. Through a randomized controlled experiment, participants learn about the histor…
Environmental Engineering (Senior Division)
For 50 years, Great Hammerhead populations have been declining. These are vital keystone species in our oceans; They help control sick fish populations and maintain ecosystem balance. As the…
Applied Mechanics (Senior Division)
Over eleven million people worldwide live with Parkinson's disease or similar motor impairments, which can limit independent eating, yet commercial feeding devices cost over $5,000 and lack…
Environmental Engineering (Track 2) (Senior Division)
Leafy vegetables like Malabar spinach require optimal soil moisture (SM) to ensure steady physiological activity, improved nutrient uptake, and higher leaf yield. Too much or too little wate…
Biochemistry/ Molecular Biology (Senior Division)
Rapid viral evolution continues to outpace conventional vaccine development, particularly for highly variable pathogens such as Influenza A, Norovirus, and HIV. Although epitope-based vaccin…
Physics & Astronomy (Senior Division)
We used OpenGATE 10.0.0 to simulate PET scanners using LYSO and LXe detectors. Scintillation crystals were adjustable in width, which we used to do up to 20 trials with varying widths. Image…
Mathematical Sciences (Senior Division)
Approximating values of the sine function has challenged mathematicians for centuries, leading to a wide variety of formulas and techniques. Efficient approximations for trigonometric functi…
Applied Mechanics (Senior Division)
Colorectal cancer is one of the main causes of cancer incidence and mortality worldwide. However, traditional colonoscopy usually causes significant discomfort to patients, and due to the re…
Applied Mechanics (Senior Division)
Every day, there are over 40,000 crosswind landings occurring. Pilots use sideslip or crabbing methods to land in crosswinds. Both techniques require pilots to use ailerons to bank the airpl…
Microbiology (Senior Division)
The rapid rise of antibiotic resistant bacteria, coupled with stagnating antibiotic discovery, makes once-treatable infections increasingly lethal. Bacteriophage (phage) therapy offers a pro…
Microbiology (Senior Division)
The rapid rise of antibiotic-resistant bacteria has created an urgent need for alternative antimicrobial strategies. Bacteriophages, or phages, are viruses that infect and destroy bacteria w…
Behavioral & Social Sciences (Senior Division)
Digital avatar-based identity is rapidly becoming central to adolescent life, with 85% of Gen Z users having created a digital avatar. As individuals increasingly represent themselves throug…
Computational Science (Senior Division)
This project presents a novel computational tongue-based interaction system designed to expand digital access for individuals with motor disabilities. The framework defines tongue interactio…
Medicine & Physiology (Track 2) (Senior Division)
Clinical decision-making relies heavily on patient documentation, rich in temporal detail, context, and clinician reasoning, contained in electronic health records, yet much of this informat…
Computational Science (Senior Division)
Though AI is embedded in critical infrastructure worldwide, the underlying components remain vulnerable and easily manipulated. Public repositories like Hugging Face host millions of model c…
Biochemistry/ Molecular Biology (Senior Division)
This project sought to explore accessible means for extracting horseradish peroxidase (HRP), an enzyme commonly utilized in chemical and biological experiments. While purified HRP can be eas…
Applied Mechanics (Senior Division)
Purpose: The research aimed to solve the problem of increasing risk of degenerative disc disease (DDD) because of aging, dehydration of intervertebral discs, lack of nutrients, and unhealthy…