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Freya Blekman
Freya Blekman
@freyablekman@fediscience.org  ·  activity timestamp 7 days ago

Missing momentum is effectively the only way that the main detectors at the LHC (like CMS) can measure the indirect signs of neutrinos (or undiscovered particles). This #CMSPaper present how we use #machinelearning to make our missing momentum measurement much, much better: arxiv.org/abs/2509.12012

Plot showing how the Deepmet algorithm improves the missing energy reconstruction of the very well-known W boson particle. Compared to the previous best algorithms (it's really very good!)
Plot showing how the Deepmet algorithm improves the missing energy reconstruction of the very well-known W boson particle. Compared to the previous best algorithms (it's really very good!)
Plot showing how the Deepmet algorithm improves the missing energy reconstruction of the very well-known W boson particle. Compared to the previous best algorithms (it's really very good!)
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