HEP

Particle Cloud Generation with Message Passing GANs
In high energy physics (HEP), jets are collections of correlated particles produced ubiquitously in particle collisions such as those …
Jun 23, 2021 Mainz Institute for Theoretical Physics (Virtual)
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Particle Cloud Generation with Message Passing GANs
Sparse Data Generation
May 5, 2021 CERN (Virtual)
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Graph GANs for High Energy Physics Data Generation
James Madison University (Virtual)
Mar 18, 2021 James Madison University (Virtual)
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Graph GANs for High Energy Physics Data Generation
Graph GANs for High Energy Physics Data Generation
Mar 17, 2021 Berkeley Institute for Data Science (Virtual)
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Graph GANs for High Energy Physics Data Generation
Graph GANs for High Energy Physics Data Generation
Graph-based networks, with their ability to handle sparse, permutation invariant data with complex geometries, have recently proven …
Feb 2, 2021 Imperial College London (Virtual)
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Graph GANs for High Energy Physics Data Generation
Graph GANs for Sparse Data Generation in High Energy Physics
Dec 11, 2020 NeurIPS 2020 (Virtual)
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Sparse Data Generation with Graph GANs
Nov 23, 2020 CERN (Virtual)
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Deep Graph Neural Networks for Fast HGCAL Simulation
Feb 27, 2020 Princeton
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Deep Graph Neural Networks for Fast HGCAL Simulation
Aug 28, 2019 CERN
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Deep Graph Neural Networks for Fast HGCAL Simulation
Aug 21, 2019 Virtual
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