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35 changes: 35 additions & 0 deletions _fellows/2026/YilunUMichChen.md
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---
layout: fellow
pagetype: fellow
shortname: YilunUMichChen
permalink: /fellows/YilunUMichChen.html
fellow-name: Alan Chen
title: Alan Chen - IRIS-HEP Fellow
active: True
dates:
start: 2026-07-02
end: 2026-08-30
photo: /assets/images/team/fellows-2026/Alan-Chen.jpg
institution: University of Michigan
e-mail: yilunch@umich.edu
focus-area: ia
challenge-area:
project_title: Logic Gate Neural Networks for Jet Substructure Classification
project_goal: >
This project investigates logic neural networks (LNNs) for low-latency
jet-substructure classification in high-energy physics. Using torchlogix, it
will establish a reproducible workflow that trains differentiable logic
networks, discretizes them into Boolean circuits, and validates compiled
inference against the discrete software model. The study will evaluate
trade-offs among classification accuracy, Boolean-circuit complexity, and
inference latency to support hardware-efficient deployment in trigger-oriented
workflows.
mentors:
- Liv Våge (Princeton University)
- Lino Gerlach (Princeton University)
proposal: /assets/pdf/fellows-2026/USA008-proposal-Alan-Chen.pdf
presentations: []
current_status: ""
github-username: YilunUMichChen
linkedin-profile: https://www.linkedin.com/in/alan-chen-66b852384
---
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