
Identifying Factors Influencing Youth Substance Abuse in Canada: Insights from Machine Learning Models
Sean Choi, Jerry Hu, Brian Chen, Yihan Wang, Simba Yang

Correlations and Causations: Academic Performance and Risky Behaviors Among High School Students
L. Calosing, A. Kozyrev, P. Mishra, P. Pathak, and A. Tan

A Multivariate Analysis Using Machine Learning on the Impact of Education-Based Factors on Employment Income for Youth
Jessica Bai, Aiden Chen, Julie Chen, and Alexander Li

Unveiling Social Inequities in Adolescent Suicide: Harnessing AI and Open Data Analytics for Targeted Interventions
Andrew Xiang, Bill Gu, Sofiya Zuykova, Jingtian Fu, and Shayaan Shobid

Examining the Impact of Digital Access Disparities on Educational Outcomes During the COVID-19 Pandemic: A Global Analysis
Shazain Wasif, Taysir Bhura, Mofe Omolade, and Farhan Chowdhury

Using AI to Mitigate Bias Between Student Demographics and Extracurricular Courses: An Analysis on the Accessibility of Extracurricular Activities and Social Inequities Among Adolescents
Jasper Knoll, Vibhu Vemana, Piaoyi Wu, Elias Yajure, and Ronald Li

Effect of Climate Change on Coral Reefs
Akshaya Segu

Analyzing The Correlation Between Biodiversity Indexes, Carbon Emissions, and Government Investment Into Public Transport to Identify Feasible Pathways to Improving Biodiversity in the Future
Ashank Chaturvedi, Atharva Rao, Joel Zou, Owen Kuang, and Yunhe Zhang

Optimizing Reforestation to Reduce the Effects of Climate Change by Fostering Biodiversity
Boyd Hamilton, Khadija Sheikh, Nicole Sun, and Talia Zhang

Impacts of Agricultural Activity on Fish Biodiversity in Freshwater Ecosystems
Robert Lin, Shotaro Richardson, Arya Shahabi, Jasleen Randhawa, and Abigail Conley

Developing a Generative AI Model to Protect Biodiversity from Mining in Mainland United States of America
Ignacio Gimon, Ahyan Kabir, Pranav Pathak, and Aaron Tan

A Greener Tundra: The Impact of Climate Warming on Arctic Tundra Biodiversity
Jessica Bai

Enhancing Forest Fire Predictions with Sequential Models for Ecosystem Preservation and Public Safety
Eleanor Huang, Kyle Su, Anthony Hou, and Clement Zhou

AI’s Role in Identifying Sites of Landfill Through Deep Learning Models
Yixin (Sophie) Jiang, Daisy Xia, Yihan Wang, Vincent Zhengran Xiao, and Eric Tam

A Conditional Generative Adversarial Network to Simulate Species Coexistence Patterns
Audrey Li, Bella Jiao, Victoria Yan, and Wesley Deng

Social Media: The Influencer of Mental Health
Yeonjae Oh, Milanda Luo, Ying Wa Ng

Investigating the Influence of Poverty on High School Graduation Rates: An Analysis of the Impact of Socioeconomic Inequities on Adolescents
Arnav Sinha, Harper Yang, Justin Nguyen, Lucien Lin, and Richard Gao

Defining the Effects of Legislation and Political Attitudes on K-12 School Shootings: 2010-2022
Robert Lin, James Mar, Vanessa Wang, Elaine Wang, and Jordan Chen

Predicting Opioid Use Disorders in the U.S. Using Machine Learning Among Adolescents Receiving Mental Health Services
Cathy Rong, Jessie Song, Afnan Rajab, Iris Li, Chase Pelechytik

Impact of Health Inequality on Adolescent Fertility Rate and Abortion Rate
Riley Jin, Ella Zhang, and Sophia Na