Deep Neural Networks for Physics Analysis on low-level whole-detector
data at the LHC

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Deep Neural Networks for Physics Analysis on low-level whole-detector data at the LHC

9 November 2017

Michela Paganini

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Papers citing "Deep Neural Networks for Physics Analysis on low-level whole-detector data at the LHC"

12 / 12 papers shown

Title
Identifying Transients in the Dark Energy Survey using Convolutional Neural Networks V. Ayyar R. Knop Autumn Awbrey A. Andersen P. Nugent 18 3 0 18 Mar 2022
Machine Learning in the Search for New Fundamental Physics G. Karagiorgi Gregor Kasieczka S. Kravitz Benjamin Nachman David Shih AI4CE 81 117 0 07 Dec 2021
Deep Learning of Subsurface Flow via Theory-guided Neural Network Nanzhe Wang Dongxiao Zhang Haibin Chang Heng Li AI4CE 106 234 0 24 Oct 2019
DisCo: Physics-Based Unsupervised Discovery of Coherent Structures in Spatiotemporal Systems Adam T. Rupe Nalini Kumar V. Epifanov K. Kashinath O. Pavlyk ... M. Patwary Sergey Maidanov Victor W. Lee M. Prabhat James P. Crutchfield AI4CE 51 19 0 25 Sep 2019
HPC AI500: A Benchmark Suite for HPC AI Systems Zihan Jiang Wanling Gao Lei Wang Xingwang Xiong Yuchen Zhang ... Yunquan Zhang Shengzhong Feng KenLi Li Weijia Xu Jianfeng Zhan ELM 68 40 0 27 Jul 2019
End-to-End Jet Classification of Quarks and Gluons with the CMS Open Data Michael Andrews J. Alison Sitong An P. Bryant Bjorn Burkle S. Gleyzer M. Narain M. Paulini Barnabás Póczós Emanuele Usai 66 45 0 21 Feb 2019
Recombination of Artificial Neural Networks A. Vose J. Balma Alexander Heye Alessandro Rigazzi Charles Siegel Diana Moise Benjamin Robbins R. Sukumar 42 2 0 12 Jan 2019
Energy Flow Networks: Deep Sets for Particle Jets Patrick T. Komiske E. Metodiev Jesse Thaler PINN 3DPC 102 258 0 11 Oct 2018
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 Michael Andrews M. Paulini S. Gleyzer Barnabás Póczós DiffM 87 17 0 31 Jul 2018
Topology classification with deep learning to improve real-time event selection at the LHC Thong Q. Nguyen Daniel Weitekamp D. Anderson R. Castello O. Cerri M. Pierini M. Spiropulu J. Vlimant 110 34 0 29 Jun 2018
JUNIPR: a Framework for Unsupervised Machine Learning in Particle Physics Anders Andreassen Ilya Feige Christopher Frye M. Schwartz MU 100 137 0 25 Apr 2018
Learning to Classify from Impure Samples with High-Dimensional Data Patrick T. Komiske E. Metodiev Benjamin Nachman M. Schwartz 80 76 0 30 Jan 2018