My project will be about political polarization. I want to see if political polarization exists in a certain age group. The aim of this research is to tie the psychological aspects of polarization and social media together. Previous studies have looked at these elements separately, but I want to tie social media, polarization, and the psychology of both to understand if and why polarization... Read More

Living in California, we all know what fire season means: lots of smoke and many homes lost. My goal is to determine if there is a correlation between income level and the impact of the wildfire, and to use that information to determine the role of community engagement.

The aim of this project is to figure out if there is any overlap between three fields of nanotechnology: 4D printing, self-assembly, and smart materials. 4D printing is the process of 3D printing objects that change shape as the conditions of the object's environment are changed. Self-assembly is the process of engineering conditions so that certain organic molecules come together to form... Read More

The goal of this project is to build a computational model to predict how many “likes” images will get from users of social media. The model will be trained and tested for accuracy by using data sourced from social networks. This data may be collected automatically with a computer program. This work is intended to help content creators improve their products.

My study will analyze perceived social support in SELF ambassadors. Information will be collected on feelings of being supported by SELF mentors as well as feelings of being a support to mentors and students in the cohort. In addition, my study will analyze factors that influence this sense of perceived social support.

With a sport as popular as soccer, it is crucial that “the beautiful game” is accessible to all, no matter one’s economic status. Soccer is a global phenomenon, but the “pay to play” system has shifted the dynamics of the sport in the U.S., so that youth soccer is now focused on generating profits from this “business” even as these payments bar many kinds from being able to participate. This... Read More

Cancer is a disease caused by the uncontrolled division of cells in a part of the body. In general, cancers arise as a result of DNA changes in the genomes of cancer cells. Genes encode proteins, and proteins then dictate cell function. The genes that are “expressed,” or turned on, in a particular cell determine what that cell can do. As a result, one possible cause of head and neck cancer, a... Read More

In this project, I will develop a virtual reality simulation about pressing global issues. I will test my simulation by surveying participants about how watching the simulation could have changed their perspectives about the issues presented. The goal of my project is to increase awareness about important topics in our society and foster empathy for those impacted.

While films, television shows, and theatrical productions are popular sources of entertainment, audiences often do not realize what is happening behind the scenes. Racial discrimination in the workplace is something that society has been dealing with for generations. The Film and Theatre industries are no exception to this; historically, Asian and Asian American actors have been offered... Read More

The Los Angeles Police Department has a long history of racism, leading to racially motivated police misconduct. This racially motivated police misconduct is still happening today, but there are also police officers whose actions are justified. The goal of this project is to identify a way to discern racially motivated police misconduct within the Los Angeles Police Department from justified... Read More

This project aims to explore the social justice issue of teacher turnover, which contributes to inequity in education by disproportionately affecting minority and low-income students. This project will examine how teachers' relationships with administration, colleagues (other teachers), and students relate to their turnover potential. Specifically, this project will examine whether there is a... Read More

I will research etymological, religious and cultural links between Thraco-Pelasgian with Lycian, a cadet language of Linear A, as a means to classify both languages. This has implications on the classification of Linear A.

Nestle has been bottling tens of millions of gallons of water every year since the 1980s, without a permit, in drought-stricken southern California. They are skating by with only having to pay a $624 fine for lack of permit, which is close to nothing compared to the value of the 62.5 million gallons of water they receive in return. I am interested in collecting the public opinion of the local... Read More

Automobile accidents are an ongoing epidemic in the United States. Pedestrian death rates and total automobile-related death rates have increased in recent years. Autonomous cars are the most anticipated solution to this problem; however, it will take a long time until all vehicles on the street are autonomous. I propose a secondary solution: to build a portable warning system (PWS) for... Read More

The purpose of this project is to implement a method for analyzing changes in land cover due to deforestation in the United States. Previously, the USDA used decision-tree classification in semantic segmentation (i.e., labelling of each pixel in an image with a category label) to assess land cover change. However, deep learning has recently become popular, and it has yet to be applied... Read More

Alzheimer's disease is the 6th leading cause of death in the United States, but currently, there is no cure (Alzheimer’s Association). To treat Alzheimer's disease, we must first fully understand the molecular mechanisms behind it and the pathological roles of the tau protein that classify diseases such as Alzheimer's disease as tauopathies. The tau protein has the normal role of attaching to... Read More

Taxes fund many vital services and infrastructure, such as education and roads. The question is how much tax can be raised without sacrificing growth--or taxes will even cause a loss of growth at all. This project looks at the impact of these taxes on a good measure of the economy, the GDP.

AI permeates all fields. Even in games like Go, success has been achieved with AI defeating humans. However, there is still need to find a code for a "perfect information" game like checkers. I will conduct an experiment by by incorporating different codes to the game to see if any performs well in the game of checkers. The main code being used is AGZ, the parent code of which defeated the Go... Read More

Social media has made its way into nearly every aspect of the livelihoods of adolescents. From influencing behaviors to serving as a platform to socialize, it has its share of positive and negative effects, and when it comes to the mental health of younger users, the negative aspects of social media manifest itself. The American Academy of Pediatrics released a clinical report surrounding the... Read More

Autism Spectrum Disorder (ASD) is a disability that hinders a person's ability to socialize effectively with others. From my own experience growing up with autism, I've only been able to sympathize with characters in books, TV, and films, such as manga and anime, due to the scenery, plot, and characterization. Autistic minds gravitate toward image-rich media such as manga and anime, and they... Read More

For my research, i will be doing a case study on female artists. I will be researching what challenges female artists face in the art world and what is being done to alleviate these challenges.

There is a problem with a lack of political representation for the bottom 80% of the U.S. population, despite the fact that the United States considers itself a democratic society. Since Presidents continue to be elected through the Electoral College and not the popular vote, society is negatively affected because “middle America” does not believe that their needs and voices are heard. A... Read More

This research introduces the relationship and the ratio between sound frequency and pitch. By providing information and conclusion from articles written by experts in the field, this research also investigates why the ratio between sound frequency and pitch is inconsistent, as well as the psychological influences that affect how human beings hear certain high-frequency sound.

The recent discovery that bacteriophages may influence the development of Parkinson's disease sparked our interest in a less explored area. We investigated the relationship between bacteriophages and Parkinson's disease by interviewing researchers and professors, analyzing literature, and conducting an experiment studying the abundance of specific bacteriophages in varied environments. We hope... Read More

Yoga is a common exercise people do to improve their physical strength and become aware of their own nature. I plan to build a classifier to identify whether or not a yoga pose is correct using pose estimation. I plan to implement this practice through a mobile app.

Do Americans and Europeans have drastically different ideas about the idea of a "gap year" between high school and college? Why is it so much more popular in the rest of the West than it is in America? Is the American opinion changing?

In this project, I am researching and analyzing different prime factorization algorithms. After making a list of different algorithms, I will figure out the time complexity. Then, I will code the algorithm and retrieve real running time on variously sized input data sets. After collecting my data, I will compare each algorithm and extrapolate the existence of "fast" factorization algorithm.... Read More

During the past couple of seasons, the NFL has gone through much controversy regarding Colin Kaepernick and other players kneeling during the national anthem. He sat during the national anthem because he isn't "going to stand up to show pride in a flag for a country that oppresses black people and people of color.” After 2 years of being out of the NFL, Nike chose Colin Kaepernick for their... Read More

For my project, i will be testing 3 different sensors. 2 of these sensors are currently used in self-driving technology; however, the third sensor--a heat sensor--will be used as well. I will be coding the algorithm and testing the different sensor and algorithm pairs in an obstacle course. I will be observing the time it takes in order to complete the course and also to see how many obstacles... Read More

15% of the Earth's population, or one billion people worldwide, have a disability. Despite such a vast community, people with disabilities face discrimination, including in the workplace due to employment bias. Furthermore, artificial intelligence is a field that rarely employs people with disabilities. This is why we decided to found 4ai. 4ai is a startup, annotating nonprofit based in Palo... Read More

Digital wallets are skyrocketing in popularity in China. They are becoming the most-adopted payment method in China. Some of the key drivers of this success include advertising, promotional sales, and gamifying contents through cultural holidays, but the approaches used in China might not be as effective in driving popularity of digital wallets in the United States. It is important to study... Read More