Search Results for author: Daniel Thomas Murnane

Found 2 papers, 1 papers with code

A Language Model for Particle Tracking

no code implementations14 Feb 2024 Andris Huang, Yash Melkani, Paolo Calafiura, Alina Lazar, Daniel Thomas Murnane, Minh-Tuan Pham, Xiangyang Ju

In this paper, we present a tokenized detector representation that allows us to train a BERT model for particle tracking.

Language Modelling

Hierarchical Graph Neural Networks for Particle Track Reconstruction

1 code implementation3 Mar 2023 Ryan Liu, Paolo Calafiura, Steven Farrell, Xiangyang Ju, Daniel Thomas Murnane, Tuan Minh Pham

We introduce a novel variant of GNN for particle tracking called Hierarchical Graph Neural Network (HGNN).

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