You want to do research but have no idea where to begin. No lab access, no professor connections, no experience. Sound familiar?

94% of YRI Fellowship students start exactly where you are. Here's the playbook.

Don't start with "I want to research quantum computing." Start with a field you're genuinely curious about:

• What classes do you enjoy most?
• What problems in the world frustrate you?
• What do you read about voluntarily?

Your topic will come from reading existing research in that field. The field comes from your interests.

Example: Avyay G. was interested in environmental health. His mentor helped him narrow that into "predicting respiratory disease risk using AI and pollution data." He won 1st place at his science fair.

You don't need to understand every word. You're looking for:

• Gaps — what do authors say "future research should explore"?
• Limitations — what couldn't previous studies do?
• Methods — what tools and techniques are people using?

Use Google Scholar. Search "[your field] + high school" or "[your field] + machine learning" to find approachable papers.

This is the hardest part for most students and the most important. Options:

Cold email professors — low success rate (~5%), but free. See our guide on how to email professors for research.

Research programs — structured mentorship with higher success rates. Programs like the YRI Fellowship match you with a PhD mentor in your field within 48 hours.

School teachers — limited by their own expertise, but can be a starting point.

A good mentor will help you scope a realistic project, avoid common methodology mistakes, and guide you through the publication process.

Your question needs to be:

• Specific — "How does X affect Y under Z conditions?"
• Measurable — you need to be able to collect data and produce numbers
• Novel — it should add something new, even if small, to existing knowledge
• Feasible — completable in 10-12 weeks with the tools you have

Bad: "How does social media affect mental health?" Good: "Can a Random Forest classifier predict housing insecurity using demographic proxy indicators with >80% accuracy?"

The second one became Nitya Kaki's IEEE-published paper.

Your mentor helps here, but the basic framework is:

1. Literature review — what's been done before?
2. Hypothesis — what do you predict?
3. Methodology — how will you test it?
4. Data collection — where does your data come from?
5. Analysis — what statistical or computational methods will you use?
6. Results — what did you find?

For computational research (AI, data science), you often work with existing public datasets. No lab required.

This is where most students stall without mentorship. Common blockers:

• Code doesn't work — your mentor debugs with you
• Results don't match hypothesis — that's actually fine; negative results are publishable
• Dataset issues — your mentor knows alternative data sources
• Scope creep — your mentor keeps you focused

With structured mentorship, this phase takes 4-6 weeks.

A research paper follows a standard structure:

1. Abstract — summary of everything (write last)
2. Introduction — why this matters
3. Literature Review — what others have done
4. Methodology — what you did
5. Results — what you found
6. Discussion — what it means
7. Conclusion — so what?

See our detailed guide on how to write a research paper.

Options for high school students:

• IEEE conferences — many accept high school research
• JSHS — specifically for high school students
• Science fairs — ISEF, Regeneron STS, regional/state fairs
• Springer Nature — selective but possible with strong research
• Elsevier journals — for particularly strong work

YRI handles the entire submission process: journal selection, formatting, submission, and revision management.

This is the exact timeline YRI Fellowship students follow. 87% complete a publication-ready manuscript within this window.

The best time to start research was last year. The second best time is now.

Every week you wait is a week less on your college application timeline. Students who start research in 9th or 10th grade have the strongest applications by senior year.

Apply to YRI Fellowship and start your research project this month.