442 citations · 2.9k across the 95 of their papers we have counts for
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The High-Level Trigger for the CMS Phase-2 Upgrade
Thiago R. F. P. Tomei
The High-Luminosity LHC (HL-LHC) will usher in a new era in high-energy physics. The HL-LHC experimental conditions entail an instantaneous luminosity of up to …
Evaluating generative models in high energy physics
Raghav Kansal, Anni Li, Javier Duarte +4
There has been a recent explosion in research into machine-learning-based generative modeling to tackle computational challenges for simulations in high energy physics (HEP). In or…
Background Monte Carlo Samples for a Future Hadron Collider
Robert Gardner, Simone Pagan Griso, Stefan Hoeche +14
A description of Standard Model background Monte Carlo samples produced for studies related to future hadron colliders.
Particle-based Fast Jet Simulation at the LHC with Variational Autoencoders
Mary Touranakou, Nadezda Chernyavskaya, Javier Duarte +6
We study how to use Deep Variational Autoencoders for a fast simulation of jets of particles at the LHC. We represent jets as a list of constituents, characterized by their momenta…