ML

FastSim on GPUs
Dec 13, 2022 CERN
Project Slides
Do graph neural networks learn traditional jet substructure?
At the CERN LHC, the task of jet tagging, whose goal is to infer the origin of a jet given a set of final-state particles, is dominated …
Farouk Mokhtar, Raghav Kansal, Javier Duarte
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Generative transformers and how to evaluate them
Nov 21, 2022 CERN
Project Slides
On the Evaluation of Generative Models in HEP
Nov 1, 2022 Rutgers (Virtual)
Project Slides
JetNet library for machine learning in high energy physics
Sep 16, 2022 Virtual
Project Video Demo
Discussion on Generative Models
Sep 14, 2022 Galileo Galilei Institute, Florence
Project
Particle Cloud Generation with Message Passing GANs
Sep 9, 2022 Galileo Galilei Institute, Florence
Project Slides Video
Overview and Outlook: Machine Learning for Simulation
Jul 21, 2022 CERN
Project Slides
Overview and Outlook: Machine Learning for Simulation
Particle Cloud Generation with Message Passing GANs
Jul 17, 2022 UW Seattle
Project
Machine Learning for LHC Simulations
Jul 14, 2022 Fermilab
Project Slides Video
Machine Learning for LHC Simulations