Blue Circle

Hello! My name is Samuel Yuan.

Projects
Publications
Thypher!
Google Scholar
GitHub
I'm from the Bay Area, CA — this fall, I'll be a freshman at MIT.
Lately, I've enjoyed working on things relating to AI and physics. I also stargaze and design! My favorite animal is the panda bear :)
Publications & Preprints
*denotes equal contribution
Diffusion Models for Conditional Generation of Hypothetical New Families of Superconductors
S Yuan, SV Dordevic
Scientific Reports
May 4, 2024
paper arXiv code
Orbit Determination of Mars-Crossing Asteroid 699 Hela
M Judkins-Cooper*, N Marabito*, S Yuan*
SSP Final Report
July 16, 2024
paper slides code
Hopefully more to come soon!
Projects
Superconductor Discovery
I'm working on applying diffusion models for superconductor discovery and getting deep learning models to explore out-of-distribution.
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Asteroid Orbit Determination
At SSP, I spent six weeks with friends at the Sommers-Bausch Observatory in Boulder, CO and worked on determining the orbit of mars-crosser A910 LC with the Method of Gauss.
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thypher.com
A fun Physics-inspired Wordle-like game. You guess a daily 5-letter word by deciphering equations.
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Firebreak Optimization
A friend and I built a genetic algorithm for firebreak placement optimization and a cellular-automata wildfire simulation model.
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If you have questions about my work or if you'd just like to chat, please feel free to reach out at: sdkyuan [at] mit [dot] edu
© 2025 Samuel Yuan. All Rights Reserved.