Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Gage DeZoort

Gage DeZoort

Princeton University

Charged particle tracking via edge-classifying interaction networks


Mar 30, 2021
Gage DeZoort, Savannah Thais, Isobel Ojalvo, Peter Elmer, Vesal Razavimaleki, Javier Duarte, Markus Atkinson, Mark Neubauer

* Submitted to vCHEP 2021 

  Access Paper or Ask Questions

Physics and Computing Performance of the Exa.TrkX TrackML Pipeline


Mar 11, 2021
Xiangyang Ju, Daniel Murnane, Paolo Calafiura, Nicholas Choma, Sean Conlon, Steve Farrell, Yaoyuan Xu, Maria Spiropulu, Jean-Roch Vlimant, Adam Aurisano, Jeremy Hewes, Giuseppe Cerati, Lindsey Gray, Thomas Klijnsma, Jim Kowalkowski, Markus Atkinson, Mark Neubauer, Gage DeZoort, Savannah Thais, Aditi Chauhan, Alex Schuy, Shih-Chieh Hsu, Alex Ballow, and Alina Lazar


  Access Paper or Ask Questions

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


Mar 11, 2021
Savannah Thais, Gage DeZoort

* Presented at NeurIPS Machine Learning and the Physical Sciences Workshop 2020 

  Access Paper or Ask Questions

Accelerated Charged Particle Tracking with Graph Neural Networks on FPGAs


Nov 30, 2020
Aneesh Heintz, Vesal Razavimaleki, Javier Duarte, Gage DeZoort, Isobel Ojalvo, Savannah Thais, Markus Atkinson, Mark Neubauer, Lindsey Gray, Sergo Jindariani, Nhan Tran, Philip Harris, Dylan Rankin, Thea Aarrestad, Vladimir Loncar, Maurizio Pierini, Sioni Summers, Jennifer Ngadiuba, Mia Liu, Edward Kreinar, Zhenbin Wu

* 8 pages, 4 figures, To appear in Third Workshop on Machine Learning and the Physical Sciences (NeurIPS 2020) 

  Access Paper or Ask Questions