End-to-End Physics Event Classification with CMS Open Data: Applying Image-Based Deep Learning to Detector Data for the Direct Classification of Collision Events at the LHC

31 July 2018

Papers citing "End-to-End Physics Event Classification with CMS Open Data: Applying Image-Based Deep Learning to Detector Data for the Direct Classification of Collision Events at the LHC"

7 / 7 papers shown

Title
Deep Neural Networks for Physics Analysis on low-level whole-detector data at the LHC W. Bhimji S. Farrell Thorsten Kurth Michela Paganini P. Prabhat Evan Racah AI4CE 36 48 0 09 Nov 2017
QCD-Aware Recursive Neural Networks for Jet Physics Gilles Louppe Kyunghyun Cho C. Becot Kyle Cranmer BDL 86 189 0 02 Feb 2017
A Convolutional Neural Network Neutrino Event Classifier A. Aurisano A. Radovic D. Rocco A. Himmel M. Messier E. Niner G. Pawloski F. Psihas A. Sousa P. Vahle BDL 28 207 0 05 Apr 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,878 0 10 Dec 2015
Jet-Images -- Deep Learning Edition Luke de Oliveira Michael Kagan Lester W. Mackey Benjamin Nachman A. Schwartzman PINN 59 310 0 16 Nov 2015
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 560 7,989 0 13 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,039 0 22 Dec 2014