CMS stands for compact MUON solenoid, and #CMSPaper 1372 describes how we use #machinelearning to better identify one of the more difficult kinds of muons (those that have very low speed, or low momentum as we say 🤓 ) arxiv.org/abs/2412.17590 and as you can see from the figure, the #machinelearning is also behaving generally the same in data as in simulation (that is one of the requirements of ML use in particle physics that is not necessarily so stringently required in broader data science )
"Soft" muons with a transverse momentum below 10 GeV are featured in many processes studied by the CMS experiment, such as decays of heavy-flavor hadrons or rare tau lepton decays.
