Towards a Computer Vision Particle Flow

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Towards a Computer Vision Particle Flow

19 March 2020

Jonathan Shlomi

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Papers citing "Towards a Computer Vision Particle Flow"

10 / 10 papers shown

Title
Denoising Graph Super-Resolution towards Improved Collider Event Reconstruction N. Kakati Etienne Dreyer Eilam Gross AI4CE 130 2 0 24 Sep 2024
Calorimeter shower superresolution Ian Pang C. Pollard David Shih DiffM 133 10 0 22 Aug 2023
Progress towards an improved particle flow algorithm at CMS with machine learning Farouk Mokhtar J. Pata Javier Mauricio Duarte Eric Wulff M. Pierini J. Vlimant AI4CE 76 8 0 30 Mar 2023
Graph Neural Networks in Particle Physics: Implementations, Innovations, and Challenges S. Thais P. Calafiura G. Chachamis G. Dezoort Javier Mauricio Duarte S. Ganguly Michael Kagan D. Murnane Mark S. Neubauer K. Terao PINN AI4CE 175 35 0 23 Mar 2022
Machine Learning for Particle Flow Reconstruction at CMS J. Pata Javier Mauricio Duarte Farouk Mokhtar Eric Wulff J. Yoo J. Vlimant M. Pierini M. Girone 130 26 0 01 Mar 2022
Generative Networks for Precision Enthusiasts A. Butter Theo Heimel Sander Hummerich Tobias Krebs Tilman Plehn Armand Rousselot Sophia Vent AI4CE 183 63 0 22 Oct 2021
Understanding Event-Generation Networks via Uncertainties Marco Bellagente Manuel Haussmann Michel Luchmann Tilman Plehn BDL 142 60 0 09 Apr 2021
MLPF: Efficient machine-learned particle-flow reconstruction using graph neural networks J. Pata Javier Mauricio Duarte J. Vlimant M. Pierini M. Spiropulu 266 82 0 21 Jan 2021
Simulating the Time Projection Chamber responses at the MPD detector using Generative Adversarial Networks A. Maevskiy F. Ratnikov A. Zinchenko V. Riabov 134 12 0 08 Dec 2020
Object condensation: one-stage grid-free multi-object reconstruction in physics detectors, graph and image data J. Kieseler 3DPC 117 54 0 10 Feb 2020

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