MICDE Fellow

Yuhan Zhang

2024-2025 MICDE fellow

Home Program
Applied Physics, LSA

Portrait of Yuhan Zhang

Background

I am interested in interdisciplinary research at the intersection of condensed matter physics and photonics, leveraging advanced AI techniques to investigate these systems. My work focuses on the inverse design of topological photonic structures, where I develop generative models to optimize and predict photonic band structure. By utilizing machine learning algorithms as powerful tools, I explore new ways to manipulate light-matter interactions in structured media.

Mentor


Hui Deng

Research Areas

AI; ML and Statistical Inference
Physics: Theory; Methods and Application
Quantum Science