Kerry Zhou
A.K.A Kairui ZhouUndergraduate Researcher at the University of Chicago. Synthesizing Quantum Computing, Machine Learning, and Physics to probe the fundamental limits of computation.
Focusing on the intersection of topological order and neural representations.
Who I Am
I am a researcher and developer with a passion for bridging the gap between abstract theory and practical application. My background spans computer science, physics, and philosophy.
My work is grounded in the belief that the rigorous structures of mathematics and the intuitive leaps of the humanities are not opposing forces, but complementary lenses for understanding reality.
What I'm Doing
Currently, I am focused on completing my undergraduate studies at UChicago while conducting research in quantum error correction. I am also exploring new ways to visualize complex data structures.
Personal
When I'm not coding or deriving equations, I enjoy exploring mid-century modern architecture, reading speculative fiction, and experimenting with analog photography.
- Born in Beijing, educated in New York, currently researching in Chicago.
- I approach computer science not just as engineering, but as a medium for philosophical inquiry.
Research Identity
My research interests lie at the intersection of quantum computing and machine learning. I am particularly interested in how topological order can be used to protect quantum information and how neural networks can be used to optimize quantum circuits.
Background
I have worked with several research groups at UChicago and beyond, contributing to projects in quantum error correction, neural architecture search, and topological data analysis.
[SELECTED WORKS DATABASE]
Topological Codes under Non-Uniform Noise
// Threshold improved by ~10x with tailored lattice.
Differentiable NAS for Edge Devices
// Reduced search time from 2000h to 24h.
Mapper Algorithm for High-Dimensional Data
// Best Poster Award
Blog
Essays on technology, philosophy, and the aesthetics of code.