School: William Mason High School, Mason, OH

Project Title: Nereid: Using a Convolutional Neural Network (CNN) Approach, an AI Technique, to Rapidly and Accurately Detect Microbial Contamination that May Cause Water-Borne Diseases

School: Archbishop Mitty High School, San Jose, CA

Project Title: A Kinetic Monte Carlo Simulator for Multi-Terminal RRAM Devices with Applications to Brain-Inspired Computing

School: Phillips Academy, Andover, MA
Project Title: In Silico Prediction of Retained Intron-Derived Neoantigens in Leukemia

School: Phillips Exeter Academy, Exeter, NH
Project Title: On Two-Sided Matching in Infinite Markets

School: Liberal Arts and Science Academy, Austin, TX
Project Title: A Possible Alignment Between Orbits of Visual Binary Stars and Their Planetary Systems

School: Dr. Michael M. Krop Senior High School, Miami, FL
Project Title: A Genomic-Based Investigation of Repetitive Behaviors Across Four Neurodevelopmental Disorders Using a Machine Learning Approach

School: San Diego Jewish Academy, San Diego, CA
Project Title: Predicting Metastasis with a Novel Biophysical Cell-Adhesion Force Technique

School: Bronx High School of Science, Bronx, NY
Project Title: A Novel High Throughput Method for Prescreening Drugs: Using Machine Learning to Predict Phenothiazines That Reduce TNF-ALPHA Secretion with Applications for Alzheimer’s Disease and COVID-19 Treatment

School: Krishna Homeschool, Portland, OR
Project Title: Discrete Derivative Asymptotics of the β-Hermite Eigenvalues

School: Greenwich High School, Greenwich, CT
Project Title: Linking Continued Exposure to E-Cigarette Vapor Constituents with Chronic Obstructive Pulmonary Disease

School: Bergen County Academies, Hackensack, NJ
Project Title: Underscoring the “Hypo-Hyper” Duality of Celecoxib in Melanocyte Pigmentation

School: Texas Academy of Mathematics and Sciences, Denton, TX
Project Title: Designing a Catalyst for Methane Activation Through Density Functional Theory Optimizations

School: Jesuit High School, Portland, OR
Project Title: Quantum-Based algorithm and circuit design for Bounded Knapsack Optimization Problem

School: Byram Hills High School, Armonk, NY
Project Title: Modulus of Elasticity of the Ideal Decellularized Plant Material Scaffold for the Production of Cultured Meat

School: Sunset High School, Portland, OR
Project Title: First-Principles Characterization of a Novel Chromium Doped Vanadyl-Oxide Based Cathode for Higher Energy and Efficiency Lithium-Ion Batteries

School: Lynbrook High School, San Jose, CA
Project Title: Thiol Functionalized and Manganese Dioxide Doped Biochar for the Removal of Toxic Organic and Inorganic Contaminants from Water

School: James M. Bennett High School, Salisbury, MD
Project Title: Machine Learning Classifiers to Predict Outbreaks of Toxic Karenia brevis Blooms on the West Florida Shelf

School: Washington-Liberty High School, Arlington, VA
Project Title: Development of a Zeolite Composite Material for the Simultaneous Removal of Pharmaceuticals, Personal Care Products (PPCPs), and Perfluorinated Alkyl Substances (PFAS) in Water Treatment

School: University High School, Irvine, CA
Project Title: The Structure of the Positive Monoid of Integer-Valued Polynomials Evaluated at α in Q

School: Carmel High School, Carmel, NY
Project Title: Polar Amplification in CMIP6 Models: Projections, Mechanisms, and Regional Patterns

School: Ossining High School, Ossining, NY
Project Title: Swap70 and Myc Promote Sequential Switching to High Affinity IgE in Allergic Asthma

School: Montgomery Blair High School, Silver Spring, MD
Project Title: Optimal Measurement of Field Properties with Quantum Sensor Networks

School: Homestead High School, Cupertino, CA
Project Title: Intronic RNA Lariats Protect Against Neurodegenerative Disease Related Protein Aggregation

School: Plano West Senior High School, Plano, TX
Project Title: Identifying Eye-Movement Patterns in Neurological Disorders to Assess Cognitive and Motor Function

School: Jericho Senior High School, Jericho, NY
Project Title: L-Theanine: Neuroprotective Against Trichloroethylene-Induced Parkinson’s Disease Hallmarks

School: Mills E. Godwin High School, Richmond, VA
Project Title: ELMOPP: An Application of Graph Theory and Machine Learning to Traffic Light Coordination

School: Forest Park High School, Woodbridge, VA
Project Title: “Can You Hear the Empty Spaces?” – Improving Spacecraft Efficiency and Capability Through a Novel Microgravity Fluid and Slosh Management Technique

School: Greenwich High School, Greenwich, CT
Project Title: Metal Oxide Nanoparticle Suppression of Coffee Rust Using an Alternaria, Stomata-Sporulating Model Fungus

School: Lynbrook High School, San Jose, CA
Project Title: Automated Diagnostic Imaging for COVID-19: from the Unknown Detection to Clinical Prediction

School: West High School, Iowa City, IA
Project Title: A Novel Suture Additive: Use of Beet Extract to Assess for Surgical Wound Infection

School: Menlo School, Atherton, CA
Project Title: The Sperner Property for 132-Avoiding Intervals in the Weak Order

School: Plano East Senior High School, Plano, TX
Project Title: The Neuro-Protective Role of FOXO in a PINK1 Loss-of-Function Based Model of Neurodegeneration in Drosophila melanogaster

School: Bangor High School, Bangor, ME
Project Title: Real-Time Fall Detection System for the Elderly Using Thermal Imaging and Deep Learning

School: The Bishop’s School, San Diego, CA
Project Title: A Systematic Method to Identify Significant Changes in 3D Genome Compartmentalization Across Multiple Cell Lines

School: Charter School of Wilmington, Wilmington, DE
Project Title: Novel Nanoscale Analysis of the Electronic Structure Basis of Strength and Toughness in Fluoropolymers

School: International Academy, Bloomfield Hills, MI
Project Title: A Novel Epidemiological Approach to Exploring the Implications of Social Determinants of Health on COVID-19 Spread: A Call to Action for Health Equity

School: The Wheatley School, Old Westbury, NY
Project Title: Investigating the Therapeutic Potential of Curcumin and Capsaicin: A Comparative Study on Neuroblastoma and Hypothalamic Cells

School: The Carol Martin Gatton Academy of Mathematics and Science, Bowling Green, KY
Project Title: The Photocatalytic Single-Electron Oxidative Cyclopropanation of Ene-Ynamides with 2, 6-Lutidine N-Oxide: Synthesis of Bicyclic Amides

School: Proof School, San Francisco, CA
Project Title: Classification of Tight Contact Structures on a Solid Torus

School: William P. Clements High School, Sugar Land, TX
Project Title: Entropy of Amorphous Systems in Their Ground States