ASR senior Lucas L. presented his research project at the ISEF finals in Dallas, Texas last week.
His was one of only 13 projects from NYC to advance to ISEF finals this year. ISEF is the world's largest pre-college STEM competition, with over 1,600 young scientists representing 49 states and 64 countries at the finals.
"ISEF was one of the most fun experiences I've had in a long time," Lucas said. "From meeting people all over the world to learning about some of the coolest research being done, I never was short of interesting topics of discussion at the event. I met people from Japan, Saudi Arabia, Germany, and many more places - all of whom were friendly and just wanted to get to know me. Gaining a new perspective on different cultures first-hand was truly a highlight for me."
Lucas gave his poster presentation to seven different judges, all on one day. "Judging at ISEF is more conversational than it is presentational," he said. "The judges don't want you to just give the same speech to them that you gave everyone else - they want to connect with you and learn about what you did and why it's so cool to you."
Lucas said that he was well prepared for the grilling. "ASR prepared me in the way that I was able to clearly explain my project in a variety of ways - from a short elevator pitch to an 8-minute explanation. This was all because of the constant presentation practice I did throughout my ASR career."
The ISEF finals lasted five days. Besides presenting, Lucas made many connections with aspiring scientists from abroad, presented his project to public visitors, and went on museum tours.
CGPS ASR senior Lucas L. received an honorable mention at the poster session of the 61st National Junior Science and Humanities Symposium (JSHS) in Virginia Beach.
Lucas gave a poster presentation on the project that he had completed as a part of the Advanced Science Research program. In short, he used an unexpected flaw in one of the instruments onboard the Cassini spacecraft to increase the instrument's resolution.
JSHS is a national competition for high school STEM research established in 1958. To advance to the national JSHS, Lucas presented his project once at the NYC semifinals (along with five other Columbia Prep students) and then again at the NYC finals (along with two other Columbia Prep students). He was one of five NYC students from around 200 applicants to make it to the national level -- the second in Columbia Prep's history (after Raihana Rahman '22) and the first to receive recognition at the national JSHS. Congrats to Lucas!
You can learn more about Lucas's work and the work of other ASR seniors here and at the ASR Symposium on Thursday, May 25. We hope to see you there!
Andrew C. and Joshua L. received second place in their categories; Lucas L. came in first and qualified for the International Science and Engineering Fair (12 other projects from NYC)
During spring break, three seniors from the Advanced Science Research program gave poster presentations about their research to expert judges at the final round of the annual Terra NYC STEM Fair. Andrew C. received second place in the behavioral and social sciences category and earned the American Psychological Association award. Joshua L. received second place in the cellular and molecular biology category and earned the Regeneron Biomedical Science Award.
Meanwhile, Lucas L. won first place in the physics and space science category and will advance to the final round of the International Science and Engineering Fair (ISEF), the world's largest pre-college STEM competition. Lucas will give his project presentation again at the ISEF finals, which will take place in Dallas on May 14-19. Each year, roughly 1,800 students from 60+ countries present at the ISEF finals, competing for international recognition and a total of nearly $6 million in awards.
Out of approximately 370 projects submitted to the Terra NYC STEM Fair this year, 81 advanced to the final round, and 13 advanced to the ISEF finals, with Lucas being the only finalist from a Manhattan school. This is the third year in a row when a Prep School ASR student has made it to the ISEF finals. The other two students were Alex Lyons '21 and Akshay Shivdasani '22.
You can learn more about Andrew, Joshua, Lucas and other ASR seniors' projects here and at the annual ASR Symposium on May 25.
Congratulations to all three young scientists, and good luck to Lucas at the ISEF finals!
Three seniors from our Advanced Science Research (ASR) program — Andrew C., Joshua L. and Lucas L. — have qualified for the final round of the Terra NYC STEM Fair, which is the regional level of the Regeneron International Science and Engineering Fair (ISEF).
Four other ASR students also submitted projects that met the competition's tough eligibility criteria: Morgan A., Mira L., Annika S. and Stephanie W.
The three finalists will give a poster presentation to expert judges at the fair on Sunday, March 26. The top project from each category (13 total) then moves on to the final round of ISEF, where they will compete with projects from 60+ countries. CGPS has had one ISEF finalist each of the past two years.
Andrew's project is about the nationwide impact of the pandemic on student achievement. A generation of children was impacted by Covid-19 school closures starting in March 2021 when over 50 million students in the US were out of school. Now that students have returned full-time, it’s important to know how Covid impacted achievement in different types of schools.
Andrew used standardized test score means from NWEA, an educational testing agency that his mentor Dr. Erik Ruzek works for, to understand how much Covid-19 impacted math and reading achievement across schools with differing racial and socioeconomic compositions. But first, he had to work through an entire university-level textbook on doing education research in R, the software for statistical computing he used, to learn how to analyze the massive dataset in a meaningful way.
His key findings are that, in comparison to the 2018-19 school year, test scores in 2020-21 were significantly impacted more in math than in reading, in higher-poverty schools than in lower-poverty schools and in lower grade levels than in higher grade levels. Consistent with prior research, Andrew found that schools' racial segregation disproportionately impacts Black and Hispanic students in high-poverty schools as compared to those in low-poverty schools.
Joshua's biochemistry project is a continuation of the project that he presented at last year's final round of the Terra NYC STEM Fair. DNA stores the genetic information that cells use as a guide for making proteins. But other molecules that attach to DNA can determine whether a particular piece of DNA gets made into a protein. Joshua's project is about one such molecule called MeCP2, which is important because mutations in it cause Rett syndrome, a fatal neurological disorder. In your cells, DNA is actually wrapped around proteins called nucleosomes, and in last year's project, Joshua found that MeCP2 also interacts with nucleosomes, not just DNA itself.
This year, Joshua found that nucleosomes actually act as binding "sinks," meaning MeCP2 binds to unwrapped DNA only after first binding to nucleosomes, which was a surprise. He did this by stretching a DNA molecule with nucleosomes between two beads (yes, you read that correctly) and tracking the motion of MeCP2 by using glowing tags attached to the key molecules.
He also found the specific part of the MeCP2 molecule that is responsible for binding, which is crucial information for disease intervention. He did this by gradually cutting off more and more of the molecule and measuring how well it binds at each stage. This is like figuring out which parts of a bicycle are important for its function by removing them one by one: it'll still work without a bell, but not without a wheel. He did this impressive work in Dr. Gabriella Chua's work at the Rockefeller University.
Lucas's project used an unexpected instrument flaw to increase resolution of the data we have about Titan, one of Saturn's moons. Titan is fascinating because it has an atmosphere, lakes, dunes and all the building blocks of life. The Cassini spacecraft orbited Saturn and took many images of Titan. Onboard Cassini was a spectrometer, which took light from Titan, spread it out into all the different wavelengths and measured the brightness of each; the patterns in these data can tell us what Titan's surface is made of.
But there are two problems. First, the spectrometer's resolution was pretty low, which made it hard to identify compounds — just like it's hard to identify birds in a blurry image of a city. Second, it turned out that the wavelengths which the instrument was made to measure were shifting over time, which meant it was becoming more sensitive to a new set of wavelengths.
Lucas's mentor, Dr. Paul Corlies from the Massachusetts Institute of Technology, realized that this shift can be used to increase the instrument's resolution. After learning how to manage the incredible amount of data collected by the spacecraft and how to filter and correct it to remove noise, Lucas implemented the technique, which ended up increasing the instrument's resolution by a factor of five! This wasn't enough to discover any new compounds on the surface, but it was an important proof of concept, and there are still more techniques Lucas can use to improve the resolution even further.
Congratulations to Andrew, Joshua and Lucas!
ASR senior Lucas L. was named one of the top five finalists in the New York Metro Junior Science and Humanities Symposium (JSHS), advancing to the national round.
On February 25, he gave a presentation and Q&A about his project at the city finals along with his ASR classmates Maya S. and Stephanie W. He is now a part of the NYC delegation to the National JSHS round, just as Raihana Rahman ’22 was last year.
“NY is one of the toughest JSHS regions, both in terms of numbers and quality,” said ASR faculty advisor Ilya Yashin. “There are a lot of strong science research projects. Making it in the top five in this region is more difficult than a lot of other regions in the country.”
From April 12-15, Lucas will join the best and brightest high school science researchers at the 61st National JSHS in Virginia Beach. While there, he will give a poster presentation on his project, compete for scholarships and attend events throughout the city.
Lucas, a Carl Sagan fan, focused his project on Titan, one of Saturn’s moons. “Titan piqued my interest because it’s the only other place in the solar system with an atmosphere and liquid on the surface. But the problem my mentor and I found is that the atmosphere is really thick, so you can’t see through it with visible light,” he explained. “My project worked on removing external factors to get a better resolution image.”
The JSHS finals required Lucas to discuss his findings in front of expert judges and participate in a Q&A session. With help from Mr. Yashin, Lucas got his presentation in the best shape possible. “I started my presentation way in advance and kept revising and revising it,” he said. Lucas also delivered the presentation to his ASR peers and answered their questions after. By the time the big day came, he was well-prepared.
This hard work eventually paid off, with JSHS announcing Lucas as a NY Metro delegate last Tuesday, February 28. “I’m excited and grateful to be going to nationals,” said Lucas, who looks forward to connecting with science researchers from around the country.
For younger student scientists aspiring to join ASR one day, Lucas has the following advice: don’t get discouraged. “I was nowhere near doing everything correctly right off the bat,” he said. “It was a rocky start and quite the effort on my part to make it to where I am today. . . . Just keep pushing through, and eventually you’ll see results.”
Three out of the six Advanced Science Research students who presented their research projects at the NYC semifinal round of the Junior Science and Humanities Symposium received awards and qualified for the final round.
JSHS is a national competition for high school STEM research established in 1958. About 100 semifinalists from NYC competed for the 16 finalist spots, and three of them went to Prep School students — more than to any other school besides Bronx Science.
Maya S. won second place in the medicine and health category, Lucas L. tied for first place in physical sciences and Stephanie (Yuxuan) W. tied for first place in life and behavioral sciences. Their successes are the results of months or years of hard work on their projects and a very intense two months of presentation and Q&A practice and revisions, to which their ASR peers have contributed with feedback and Q&A grilling.
Maya's project evaluated the effectiveness of a gene therapy treatment for Maple Syrup Urine Disease (MSUD). MSUD is a genetic disease in which a certain enzyme fails to break down a certain kind of protein. The disease can be fatal if untreated, and existing treatments are difficult to maintain, have side effects or are not very effective. Thus, Maya's mentor, Dr. Heather Gray-Edwards at UMass Medical School, and her colleagues are testing a gene therapy for MSUD. In this therapy, a modified virus delivered a healthy copy of the mutated gene to the cells; the cells then take this gene and use it to make the deficient enzyme.
The therapy was tested in a cow model of the disease, which Maya got to meet during her summer internship. Maya evaluated the levels of key amino acids and neurotransmitters in the cow to determine whether the therapy was working as intended, as well as the concentration of the inserted viral genome over time to check whether it was spreading to new cells as the cow grew. Unfortunately, all the results indicated that the therapy was not effective. But this was only the first such test in a cow model, so there is still hope.
Lucas's project used an unexpected instrument flow to increase resolution of the data we have about Titan, one of Saturn's moons. Titan is fascinating because it has an atmosphere, lakes, dunes and all the building blocks of life. The Cassini spacecraft orbited Saturn and took many images of Titan. Onboard Cassini was a spectrometer, which took light from Titan, spread it out into all the different wavelengths and measured the brightness of each; the patterns in these data can tell us what Titan's surface is made of.
But there are two problems. First, the spectrometer's resolution was pretty low, which made it hard to identify compounds — just like it's hard to identify birds in a blurry image of a city. Second, it turned out that the wavelengths which the instrument was made to measure were shifting over time, which meant that it was becoming more sensitive to a new set of wavelengths.
Lucas's mentor, Dr. Paul Corlies from the Massachusetts Institute of Technology, realized that this shift can be used to increase the instrument's resolution. After learning how to manage the incredible amount of data collected by the spacecraft and how to filter and correct it to remove noise, Lucas implemented the technique, which ended up increasing the instrument's resolution by a factor of five! This wasn't enough to discover any new compounds on the surface, but it was an important proof of concept, and there are still more techniques Lucas can use to improve the resolution even further.
Stephanie's research was about a heavy topic: loneliness in teenagers. Loneliness has a strong link to many poor physiological and mental health outcomes, sometimes as strong as smoking and poor diet. The problem has worsened during the pandemic due to social isolation. However, take a group of people who are all equally lonely, and you'll find that some are suffering tremendously, while some seem to be just fine. How come?
Some of this is due to what scientists call "protective factors": characteristics that protect people from the negative effects of a risk factor. Stephanie's project set out to examine the role of three factors that had been studied before: resilience, hope and wisdom. She chose to focus on students of high school age because research on these protective factors in this group was lacking.
With the guidance of her mentor, Dr. Antonia Ypsilanti from Sheffield Hallam University in the UK, Stephanie adapted and distributed a survey to 181 students from seven high schools in New York. She found that resilience, hope and wisdom do indeed act as protective factors against the negative psychological effects of loneliness. This implies that when seeking to address loneliness, it's important to look not only on the outside (e.g., improving social connections), but also on the inside (e.g, building up certain traits).
Maya, Lucas and Stephanie will present to expert judges and handle their questions at the final regional JSHS round on February 25. Top five finalists will get to represent NYC at the national JSHS in Virginia Beach, Virginia.
Six of the eight ASR seniors presented at the regional semifinal round of the Junior Science and Humanities Symposium.
On Sunday, February 12, six of our eight Advanced Science Research (ASR) seniors presented at the regional semifinal round of the Junior Science and Humanities Symposium (JSHS), a national competition for high school STEM research established in 1958. Andrew C., Lucas L., Joshua L., Arjun S., Maya S. and Stephanie W. each gave a 12-minute presentation about their project, followed by a Q&A from expert judges.
The disciplines represented by the students are astronomy, behavioral and social sciences, biochemistry, public health and translational medicine. Several ASR juniors and sophomores also attended the event to support their classmates and learn about some of the best high school science research projects in the city.
The semifinalists had been working very hard on their presentations for the past two months, practicing and revising them many times. Their presentations also benefited from the feedback they received from their ASR classmates during this time, and their peers' incisive questions prepared them for the Q&A with judges.
The top student from each discipline will qualify for the regional JSHS final round, and the top five finalists will get to represent NYC at the national JSHS in Virginia Beach. The finalists and award recipients will be announced later this week.
The 82nd Regeneron Science Talent Search (STS) has named Prep School seniors and Advanced Science Research (ASR) students Andrew C. and Joshua L. as two of its top 300 scholars.
Regeneron STS, formerly known as Westinghouse STS and Intel STS, is the nation's oldest and most prestigious science and mathematics research competition for high school seniors. 1,949 seniors from around the U.S. submitted their research projects to the STS this year. "For a program this new to have two out of eight seniors get into the top 300 out of the whole country is absolutely amazing," said ASR teacher Ilya Yashin. Applicants compete for the distinction of being named semifinalists and finalists and for a total of $1.8 million in prizes. As two of the top 300 STS scholars, Andrew and Joshua will each receive $2,000, and CGPS will receive a total of $4,000 to use toward STEM-related activities.
Andrew, who has a passion for education and tutors disadvantaged students through his organization Tutor Link NYC, researched the impact COVID-19 has had on student achievement across the nation. "I wanted to know the magnitude of COVID-19's school-level impact on education, particularly between schools with differing poverty and segregation levels," he explained. "I found a significant negative impact on achievement for Black and Hispanic students in highly segregated and high-poverty schools and lesser impacts for those in segregated, but low-poverty schools." Andrew's project required high-level data analysis, for which he had to learn how to program. By combing through different websites online and working his way through an undergraduate textbook on the subject, he taught himself how to code over approximately half a year. This enabled him to "compare mean test scores before and during COVID-19 to understand the impact of different variables on achievement."
Joshua focused his research project on epigenetics, the study of how DNA is expressed, with a particular emphasis on methyl-CpG binding protein 2 (MeCP2), which can cause genetic disorders such as Rett syndrome if mutated. "MeCP2 binds to chemical tags on DNA, and when bound to these tags, MeCP2 regulates DNA expression," said Joshua. "However, MeCP2 has never been studied on chromatin, which is significant, as MeCP2's behavior on chromatin is a more accurate representation of MeCP2's behavior in the human body." Joshua's initial interest in this topic stemmed from his two foremost passions in science — microscopy and biology. "It's crazy how these tiny molecules that we can't even see have such a great effect on our lives," he shared.
Both students are thrilled to be named semifinalists in the STS and are grateful to the ASR program for equipping them with the tools necessary to reach this milestone. "I wouldn't have been able to do this without Mr. Yashin," said Joshua. "He taught me so much about not only the research process itself but also writing a paper and how to present." Joshua and Andrew would also like to thank their families and mentors, Dr. Gabriella Chua from Rockefeller University and Dr. Erik Ruzek from NWEA, respectively, for all their support throughout this challenging but rewarding journey. "This has been one of the best high school experiences," said Andrew. Congratulations!
Arjun's ASR project is now a published paper in the peer-reviewed Journal of Primary Care & Community Health.
Arjun S., an ASR senior, is the lead author of a paper published in the peer-reviewed Journal of Primary Care & Community Health. The paper, titled "Does Primary Care Availability Mediate the Relationship Between Rurality and Lower Life Expectancy in the United States?" is about the ASR research project Arjun did in the summer and fall of last year with the guidance of his mentor, Dr. Sanjay Basu.
The life expectancy in rural counties in the US is lower than in urban counties, and the gap has increased over the years. Rural counties are also more likely than urban counties to have a shortage of primary care providers (PCP). Is there a link between the two disparities? That is, could the shortage of PCPs in rural counties help explain the lower life expectancy? That's the question that Arjun set out to answer. Using several large publicly available datasets and sophisticated statistical analysis, Arjun found that the answer is yes: the lack of PCPs in rural areas explains about 10% of the rural-urban gap in life expectancy. Moreover, his results suggest that "increasing PCP density in rural counties with PCP shortages to the threshold of being a non-shortage county would be expected to increase average life expectancy in the county" by 26 to 65 days, depending on the definition of "non-shortage."
Having one's work published in a scientific journal, especially as a lead author, is a big accomplishment and the result of many months of hard work and perseverance. First, as a part of the ASR program, Arjun had to find a mentor. Then, he had to learn a new programming language for conducting the data analysis. Then he spent several months cleaning the data, resolving inconsistencies among various datasets, and doing rounds and rounds of debugging and troubleshooting. Then, after his paper went through several painstaking drafts, it ended up being rejected by four different journals before being accepted by the fifth. Even then, the journal's reviewers' comments led to even more major revisions before the paper was to be published. Arjun and his ASR teacher, Mr. Yashin, are very grateful to Dr. Basu for his invaluable help throughout this arduous process.
This was ASR's first in-person Symposium, with about a hundred people in attendance
The Symposium welcomed in the students accepted into ASR for next year, showcased the hard work of ASR students and celebrated the departing seniors. The event was planned and put together in large part by the ASR students themselves. The four ASR seniors—Raihana R., Akshay S., Siyang W. and Yuqiao Z.—gave polished presentations on their research projects and received their ASR diplomas, which recognized their accomplishment of completing this rigorous program. After the senior presentations, ASR juniors and sophomores presented their completed projects, planned or ongoing projects, or fields of study in the poster session; you can visit the virtual poster session here.
The Symposium also featured Fabiha Rafrafin ’21 as the keynote speaker. Fabiha was a member of the first class of Columbia Prep's ASR graduates last year, and is currently a cognitive science major at Yale University. Fabiha spoke about the profound influence ASR has made on her and her academic career.
ASR students had also designed and edited the Symposium program, which contains everyone's research abstracts and photos. You can also access photos from the event here.
We hope to see you at the 2023 ASR Symposium!
Akshay joined about 1,800 students from 60+ countries at the final round of the International Science and Engineering Fair (ISEF) in Atlanta, Georgia.
Akshay presented the original research project he had completed as a part of the Advanced Science Research program to expert judges and attended talks, workshops and cultural events as a part of the fair. You can read more about Akshay and his project here, and you can view his virtual ISEF project booth here. Akshay's project is the third in Columbia Prep's history to make it to the ISEF finals, and we're very proud of his accomplishment.
“It’s a big deal to make it to this level,” said ASR teacher Ilya Yashin.
Akshay’s research deals with metastatic breast cancer—breast cancer that has metastasized, or spread, to other organs in the body—which can be caused by the irregular function of a protein known as CARM1. “Research has been done to develop drugs that can block CARM1 from functioning to halt the spread of breast cancer, but we need to better understand the effects of these drugs,” Akshay explained. “I developed an algorithm that can categorize the effects of these drugs on breast cancer subpopulations and properly identify subpopulations that are potentially metastatic.” His research determines the effectiveness of nearly any cancer drug on any form of cancer, providing critical information to doctors and scientists.
Leading up to the final round of Terra NYC, Akshay, who was in India at the time, met regularly with Mr. Yashin throughout spring break to prepare for the comprehensive 10-minute presentation and subsequent Q&A. “We were able to reconcile the time difference, and every couple of days, I would meet with him. We would go over the presentation and see how we could improve it,” said Akshay. When the time finally came for him to present his work during the remote finals, Akshay was more than ready. There was just one hitch—he was in an airport, minutes away from boarding his flight back to New York. Despite this, Akshay remained calm and persevered, impressing the panel of judges and earning a spot on the 2022 Terra NYC ISEF Finalist Team.
As a member of the first group of Columbia Prep students to complete all three years of the ASR program, which launched in 2019, Akshay knows what it takes to succeed as a young scientist. He has the following advice for those who aspire to conduct original science research someday: “Find what you’re interested in.” Upon joining ASR, Akshay knew breast cancer, which has affected his family in the past, was something he wanted to explore in detail so he could contribute to the fight against the deadly disease. “One of the main reasons I’ve been drawn to science is figuring out problems that affect us as people in our everyday lives,” said Akshay. “If I can make even a small step forward in breast cancer research, that would be monumental.”
Congratulations, Akshay!
The 60th National Junior Science and Humanities Symposium (JSHS) in Albuquerque, New Mexico, symposium brought together ~230 high school students from across the country who placed in the top five of their regional competitions.
Raihana was the #1 delegate from the New York metro area, which is one of the more competitive regions in the country. At national JSHS, she gave a 12-minute slide presentation followed by Q&A from expert judges.
Raihana's project is in computer science. Most words have multiple definitions, and many applications, such as Grammarly and Google Translate, need to know the correct definition of each word in the sentence you give them in order to work well. Raihana tested whether first labeling the input words with their parts of speech would improve how accurately an algorithm can figure out the correct meaning of a word in a given context (it did, in certain cases).
Besides presenting to judges, Raihana also had a chance to learn about the work of other student delegates, the work of scientists invited to present at the event, and to visit various research centers around the city.
We are all very proud of Raihana's accomplishments in the Advanced Science Research program, and we wish her all the best in college!
Out of the six ASR students who applied to the competition, four qualified for the final round, and each of the four won an award, including qualifying for the ISEF finals.
Four students from Columbia Prep's Advanced Science Research program—Joshua L., Raihana R., Akshay S. and Yuqiao Z.—presented at the final round of the Terra NYC STEM Fair (TNYC) on March 26-27. All four received awards: one 3rd place, one 2nd place, and two 1st places in their respective categories, one of them moving on to an international competition.
TNYC is a science research competition for high school students, which also serves as the regional gateway to the International Science and Engineering Fair (ISEF). This year, out of 400+ projects submitted to TNYC and reviewed by expert judges, about 90, including the four from Columbia Prep, advanced to the final round. At the remote finals round, students presented a 10-minute overview of their project to expert judges and answered their tough, technical questions.
Akshay's project received the highest award: it was one of the fair's top 13 projects, which advanced to ISEF finals. ISEF is the world's largest international pre-college science competition, in which approximately 1,800 high school students from about 70 countries present their original research in the fields of science, engineering and mathematics. You can read more about Akshay and his project here.
Joshua's project, which was awarded 2nd place in his category, is in biochemistry. MeCP2 is a protein that can attach to DNA and change how the DNA is expressed, and things going wrong with this process cause fatal diseases such as cancer, Rett Syndrome and Duplication Syndrome. Joshua studied the behavior of MeCP2 on DNA when the DNA is wrapped around histone proteins, which is how it's stored in our cells. He did it at his mentor's lab in the summer, when he stretched a piece of a single DNA molecule between two tiny beads and tracked how MeCP2 interacted with it. He found that MeCP2 prefers to bind to DNA with histones than to DNA without, which changes our understanding of MeCP2's behavior in our cells.
Raihana's project, which was awarded 1st place in her category, is in computer science. Most words have multiple definitions, and many applications, such as Grammarly and Google Translate, need to know the correct definition of each word in the sentence you give them in order to work well. Raihana tested whether first labeling the input words with their parts of speech would improve how accurately an algorithm can figure out the correct meaning of a word in a given context. Turns out it does!
Yuqiao's project, which was awarded 3rd place in her category, is in the field of biochemistry. There are certain proteins that affect how (and whether) genes get transcribed into the stuff that we're made of. However, it's difficult to study these crucial proteins because they interact weakly and quickly—it's hard to catch them in the act. Drawing inspiration from similar attempts he had read about, Yuqiao developed and tested an improved way to study these fleeting interactions.
We are very proud of the immense amount of love and hard work that these students have put into conducting their research projects and making and polishing their presentations. Our four TNYC finalists have been helped along the way by their Advanced Science Research classmates, who have given them abundant encouragement and feedback on their practice presentations in class.