Energy Flow Networks: Deep Sets for Particle Jets

11 October 2018

Papers citing "Energy Flow Networks: Deep Sets for Particle Jets"

20 / 70 papers shown

Title
E Pluribus Unum Ex Machina: Learning from Many Collider Events at Once Benjamin Nachman Jesse Thaler 37 33 0 18 Jan 2021
Image-Based Jet Analysis Michael Kagan 25 7 0 17 Dec 2020
Jet tagging in the Lund plane with graph networks F. Dreyer H. Qu 26 73 0 15 Dec 2020
Permutationless Many-Jet Event Reconstruction with Symmetry Preserving Attention Networks M. Fenton Alexander Shmakov Ta-Wei Ho S. Hsu D. Whiteson Pierre Baldi 46 37 0 19 Oct 2020
Parameter Estimation using Neural Networks in the Presence of Detector Effects Anders Andreassen S. Hsu Benjamin Nachman Natchanon Suaysom Adithya Suresh 11 13 0 07 Oct 2020
Linearized Optimal Transport for Collider Events Tianji Cai Junyi Cheng N. Craig Katy Craig OT 13 37 0 19 Aug 2020
GANplifying Event Samples A. Butter S. Diefenbacher Gregor Kasieczka Benjamin Nachman Tilman Plehn GAN 15 71 0 14 Aug 2020
Sampling using $SU(N)$ gauge equivariant flows D. Boyda G. Kanwar S. Racanière Danilo Jimenez Rezende M. S. Albergo Kyle Cranmer D. Hackett P. Shanahan 31 127 0 12 Aug 2020
Lorentz Group Equivariant Neural Network for Particle Physics A. Bogatskiy Brandon M. Anderson Jan T. Offermann M. Roussi David W. Miller Risi Kondor AI4CE 29 136 0 08 Jun 2020
A Survey of Deep Learning for Scientific Discovery M. Raghu Erica Schmidt OOD AI4CE 47 120 0 26 Mar 2020
Simulation Assisted Likelihood-free Anomaly Detection Anders Andreassen Benjamin Nachman David Shih 14 112 0 14 Jan 2020
OmniFold: A Method to Simultaneously Unfold All Observables Anders Andreassen Patrick T. Komiske E. Metodiev Benjamin Nachman Jesse Thaler 15 112 0 20 Nov 2019
Interpretability Study on Deep Learning for Jet Physics at the Large Hadron Collider Taoli Cheng AI4CE PINN 9 4 0 05 Nov 2019
Neural Networks for Full Phase-space Reweighting and Parameter Tuning Anders Andreassen Benjamin Nachman 14 86 0 18 Jul 2019
Interpretable Deep Learning for Two-Prong Jet Classification with Jet Spectra A. Chakraborty Sung Hak Lim M. Nojiri 42 43 0 03 Apr 2019
Jet grooming through reinforcement learning Stefano Carrazza F. Dreyer 19 17 0 22 Mar 2019
ParticleNet: Jet Tagging via Particle Clouds H. Qu L. Gouskos 3DPC MU 30 229 0 22 Feb 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 16 44 0 21 Feb 2019
Learning representations of irregular particle-detector geometry with distance-weighted graph networks S. Qasim J. Kieseler Y. Iiyama M. Pierini 35 135 0 21 Feb 2019
Fast inference of deep neural networks in FPGAs for particle physics Javier Mauricio Duarte Song Han Philip C. Harris S. Jindariani E. Kreinar ... J. Ngadiuba M. Pierini R. Rivera N. Tran Zhenbin Wu AI4CE 88 389 0 16 Apr 2018