CMS

Particle transformers for identifying Lorentz-boosted Higgs bosons decaying to a pair of W bosons
A transformer-based algorithm and novel calibration scheme for identifying Higgs bosons. Used ubiquituously within the CMS collaboration now.
CMS Collaboration
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Particle transformers for identifying Lorentz-boosted Higgs bosons decaying to a pair of W bosons
Search for a massive scalar resonance decaying to a light scalar and a Higgs boson in the two b quarks and four light quarks final state
CMS Collaboration
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Search for Nonresonant Pair Production of Highly Energetic Higgs Bosons Decaying to Bottom Quarks and Vector Bosons
CMS Collaboration
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Boosted multi-Higgs with jets measurements in CMS
Characterising double-Higgs production has been a major part of the LHC physics program in Run 2 and beyond. We discuss new techniques …
Jul 31, 2023 Lawrence Berkeley National Lab
Project Poster
Boosted multi-Higgs with jets measurements in CMS
Evaluation Metrics for FastSim
May 31, 2023 CERN
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Multivariate goodness of fit testing for evaluating HEP generative models
May 31, 2023 Carnegie Mellon
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Multivariate goodness of fit testing for evaluating HEP generative models
May 22, 2023 CERN
Project Slides
FastSim on GPUs
Dec 13, 2022 CERN
Project Slides
Overview and Outlook: Machine Learning for Simulation
Jul 21, 2022 CERN
Project Slides
Overview and Outlook: Machine Learning for Simulation
Search for nonresonant pair production of highly energetic Higgs bosons decaying to bottom quarks
Search for events with two high momentum Higgs bosons, using graph neural networks to find Higgs jets. We set the strongest constraints to date on di-Higgs production and the two-vector-boson coupling.
CMS Collaboration
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Search for nonresonant pair production of highly energetic Higgs bosons decaying to bottom quarks