Gage DeZoort

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 10

Top Topics

Particle Filter

Graph Representation

Deformable Contour

Top Venues

Frontiers Big Data

Comput. Softw. Big Sci.

Publications

Gage DeZoort, Boris Hanin
Principles for Initialization and Architecture Selection in Graph Neural Networks with ReLU Activations. CoRR (2023)
Kilian Lieret, Gage DeZoort, Devdoot Chatterjee, Jian Park, Siqi Miao, Pan Li
High Pileup Particle Tracking with Object Condensation. CoRR (2023)
Abdelrahman Elabd, Vesal Razavimaleki, Shi-Yu Huang, Javier M. Duarte, Markus Atkinson, Gage DeZoort, Peter Elmer, Scott Hauck, Jin-Xuan Hu, Shih-Chieh Hsu, Bo-Cheng Lai, Mark S. Neubauer, Isobel Ojalvo, Savannah Thais, Matthew Trahms
Graph Neural Networks for Charged Particle Tracking on FPGAs. Frontiers Big Data 5 (2022)
Savannah Thais, Paolo Calafiura, Grigorios Chachamis, Gage DeZoort, Javier M. Duarte, Sanmay Ganguly, Michael Kagan, Daniel Murnane, Mark S. Neubauer, Kazuhiro Terao
Graph Neural Networks in Particle Physics: Implementations, Innovations, and Challenges. CoRR (2022)
Xiangyang Ju, Daniel Murnane, Paolo Calafiura, Nicholas Choma, Sean Conlon, Steven 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, Alexandra Ballow, Alina Lazar
Physics and Computing Performance of the Exa.TrkX TrackML Pipeline. CoRR (2021)
Savannah Thais, Gage DeZoort
Instance Segmentation GNNs for One-Shot Conformal Tracking at the LHC. CoRR (2021)
Abdelrahman Elabd, Vesal Razavimaleki, Shi-Yu Huang, Javier M. Duarte, Markus Atkinson, Gage DeZoort, Peter Elmer, Jin-Xuan Hu, Shih-Chieh Hsu, Bo-Cheng Lai, Mark Neubauer, Isobel Ojalvo, Savannah Thais
Graph Neural Networks for Charged Particle Tracking on FPGAs. CoRR (2021)
Gage DeZoort, Savannah Thais, Isobel Ojalvo, Peter Elmer, Vesal Razavimaleki, Javier M. Duarte, Markus Atkinson, Mark Neubauer
Charged particle tracking via edge-classifying interaction networks. CoRR (2021)
Gage DeZoort, Savannah Thais, Javier M. Duarte, Vesal Razavimaleki, Markus Atkinson, Isobel Ojalvo, Mark S. Neubauer, Peter Elmer
Charged Particle Tracking via Edge-Classifying Interaction Networks. Comput. Softw. Big Sci. 5 (1) (2021)
Aneesh Heintz, Vesal Razavimaleki, Javier M. Duarte, Gage DeZoort, Isobel Ojalvo, Savannah Thais, Markus Atkinson, Mark Neubauer, Lindsey Gray, Sergo Jindariani, Nhan Tran, Philip C. Harris, Dylan S. Rankin, Thea Aarrestad, Vladimir Loncar, Maurizio Pierini, Sioni Summers, Jennifer Ngadiuba, Mia Liu, Edward Kreinar, Zhenbin Wu
Accelerated Charged Particle Tracking with Graph Neural Networks on FPGAs. CoRR (2020)