Publications

You can also find my articles on my Google Scholar profile.

Predicting Feynman Periods in φ^4 Theory

Published in the Journal of High Energy Physics, 2024

This paper is on my work with Dr. Paul-Hermann Balduf on using machine learning for predicting Feynman periods. It is now published in the Journal of High Energy Physics.

Combinatorial Aspects of Feynman Integrals and Causal Set Theory

Published in UW Space, 2025

This is my thesis that is on my work with Dr. Paul-Hermann Balduf on using machine learning for predicting Feynman periods, and with Dr. Karen Yeats on causal set theory. It is available here.

When Does RL Help Medical VLMs? Disentangling Vision, SFT, and RL Gains

Published in Preprint, 2026

Paper on using RL for medical VLMS, currently as a preprint. See the page for the project here.

Kimia Shaban

Publications

Predicting Feynman Periods in φ^4 Theory

Combinatorial Aspects of Feynman Integrals and Causal Set Theory

When Does RL Help Medical VLMs? Disentangling Vision, SFT, and RL Gains