Jet Charge and Machine Learning

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Jet Charge and Machine Learning

21 March 2018

Katherine Fraser

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Papers citing "Jet Charge and Machine Learning"

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Title
PCN: A Deep Learning Approach to Jet Tagging Utilizing Novel Graph Construction Methods and Chebyshev Graph Convolutions Yash Semlani Mihir Relan Krithik Ramesh GNN 62 3 0 12 Sep 2023
Ultra-low latency recurrent neural network inference on FPGAs for physics applications with hls4ml Elham E Khoda D. Rankin R. Teixeira de Lima Philip C. Harris Scott Hauck ... Chaitanya Paikara R. Rao S. Summers C. Vernieri Aaron Wang AI4CE 83 17 0 01 Jul 2022
Topological Obstructions to Autoencoding Joshua D. Batson C. G. Haaf Yonatan Kahn Daniel A. Roberts AI4CE 80 37 0 16 Feb 2021
Sequence-based Machine Learning Models in Jet Physics Rafael Lima PINN 66 4 0 09 Feb 2021
Image-Based Jet Analysis Michael Kagan 73 7 0 17 Dec 2020
Quantum-inspired Machine Learning on high-energy physics data Timo Felser Marco Trenti L. Sestini A. Gianelle D. Zuliani D. Lucchesi S. Montangero AI4CE 72 55 0 28 Apr 2020
ParticleNet: Jet Tagging via Particle Clouds H. Qu L. Gouskos 3DPC MU 100 231 0 22 Feb 2019
Energy Flow Networks: Deep Sets for Particle Jets Patrick T. Komiske E. Metodiev Jesse Thaler PINN 3DPC 102 258 0 11 Oct 2018
Infrared Safety of a Neural-Net Top Tagging Algorithm Suyong Choi Seung J. Lee M. Perelstein 75 39 0 04 Jun 2018
QCD-Aware Recursive Neural Networks for Jet Physics Gilles Louppe Kyunghyun Cho C. Becot Kyle Cranmer BDL 131 189 0 02 Feb 2017