Shiyu Peng

My research:

Fast detector simulation for future muon collider experiments using generative AI.

My expertise is:

Machine learning, generative models, and detector simulation for HEP.

A problem I’m grappling with:

How to efficiently generate realistic detector hits while preserving detector geometry and correlations across multiple detector collections.

I’ve got my eyes on:

Generative AI for particle physics.

I want to know more about:

Scientific software and efficient ML systems.