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Recent Publications

For a full list of publications, visit my ORCID page or my Google Scholar profile. 

Performance of a Geometric Deep Learning Pipeline for HL-LHC Particle Tracking

Forthcoming in the Journal of High Energy Physics

Charged Particle Tracking via Edge-Classifying Interaction Networks

Published as a chapter in Springer's Innovation in HEP Software and Computing for the Challenges of the Next Decade

Instance Segmentation GNNs for One-Shot Conformal Tracking at the LHC

Presented at the Third Workshop on Machine Learning and the Physical Sciences (NeurIPS 2020), Vancouver, Canada.

Accelerated Charged Particle Tracking with Graph Neural Networks on FPGAs

Presented at the Third Workshop on Machine Learning and the Physical Sciences (NeurIPS 2020), Vancouver, Canada.

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©2021 by Justin Gage DeZoort.

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