Kunwoo Na

Welcome to my website! I am an undergraduate student at Seoul National University, interested in mathematics (and applied mathematics).

I am generally interested in describing various phenomena via the language of mathematics, and I am interested in both pure and applied mathematics.

On the mathematics side, I am interested in operator algebras and stochastic analysis. Also, I have a keen interest in Partial Differential Equations (PDEs) too! On the application side, I am interested in mathematically designed machine learning algorithms and their theoretical aspects.

Education

Seoul National University (2021.03 - Present)

• B.S. Program in Chemistry Education and Mathematical Sciences

Experiences

Research Experience

KAIST OSI Lab (Graduate School of AI) AI Research Intern (June 2023 - Present)

• Research interests include (but are not limited to) deep learning theory and reinforcement learning theory.
• Currently working on diffusion models in infinite dimensional Hilbert spaces.

Work Experience

Steinfeld Company AI Research Engineer Intern (June 2022 - January 2023)

• Image-to-image translation, GANs

Teaching Experience

• Mathematical Foundations of Deep Neural Networks, Seoul National University, Fall 2022, Teaching Assistant.

Contact

Please contact me via email jamongna@snu.ac.kr.