Welcome to Lily's Home Page

I would be a Postdoctoral Researcher in Prof. Ying-Cheng Lai’s group at Arizona State University, starting Summer/Fall 2026.

My research lies at the intersection of physics and machine learning, with a particular focus on:

• AI for Physical Problem Solving: State-of-the-art AI methods are highly powerful and have the potential to solve major challenges in the physical sciences.

• Physical Neurocomputing: Exploring how to construct highly efficient machine learning models by leveraging the inherent advantages of physical systems.

• Physical Understanding of AI Models: Applying methods from physics to understand and interpret the underlying mechanisms of how AI works.

Recently, I have been working on developing quantum insights into quantum reservoir computing for denoising real-world magnetic navigation data.

Please feel free to contact me if you are interested in my research or need simulation codes.

CV

L.-L. Ye's Github

L.-L. Ye's Google scholar 

L.-L. Ye's Research Gate

L.-L. Ye's LinkedIn

ORCID