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09/05/2023
Extended Symmetry Preserving Attention Networks for LHC Analysis
Reconstructing unstable heavy particles requires sophisticated technique...
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06/20/2023
Low Latency Edge Classification GNN for Particle Trajectory Tracking on FPGAs
In-time particle trajectory reconstruction in the Large Hadron Collider ...
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07/19/2022
Data Science and Machine Learning in Education
The growing role of data science (DS) and machine learning (ML) in high-...
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07/01/2022
Ultra-low latency recurrent neural network inference on FPGAs for physics applications with hls4ml
Recurrent neural networks have been shown to be effective architectures ...
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04/08/2022
Exploring the Universality of Hadronic Jet Classification
The modeling of jet substructure significantly differs between Parton Sh...
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06/07/2021
SPANet: Generalized Permutationless Set Assignment for Particle Physics using Symmetry Preserving Attention
The creation of unstable heavy particles at the Large Hadron Collider is...
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03/11/2021
Physics and Computing Performance of the Exa.TrkX TrackML Pipeline
The Exa.TrkX project has applied geometric learning concepts such as met...
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10/19/2020
Permutationless Many-Jet Event Reconstruction with Symmetry Preserving Attention Networks
Top quarks are the most massive particle in the Standard Model and are p...
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07/20/2020