Research Progress Meeting
Date: December 5, 2024
Time: 4:00- 5:00 pm
Location: Sessler Conference Room- 50A-5132 [In-Person and HYBRID]
Speaker: Cole Kampa (Northwestern U.)
Title: From Muon CLFV to Collider EFT: Advances in New Physics Searches
Abstract: Mu2e, the muon-to-electron conversion experiment at Fermilab, will search for Charged Lepton Flavor Violation (CLFV) – an accidental symmetry forbidden in the Standard Model (SM) of particle physics. Observing CLFV would provide unambiguous evidence of New Physics (NP) beyond the SM. I will briefly outline the experimental design and methodology of Mu2e, emphasizing ongoing efforts to ensure robust physics results. Notably, the introduction of an unbinned maximum likelihood fit has improved the expected sensitivity to Rμe, the muon-to-electron conversion rate, by up to 20%. On the apparatus side, a key component of the experiment is the tracking detector, which reconstructs electron trajectories in a uniform magnetic field. Studies of numerical calculations of the field suggest the calculations should predict the field with 1e-3 level accuracy. However, a 1e-4 level accuracy is required to distinguish signal electrons from the dominant muon decay-in-orbit (DIO) background. To meet this challenge, a custom field mapping apparatus is being developed. The measured field data will be modeled using a novel approach that combines least-squares fitting with a scalar physics-informed neural network (PINN), achieving a modeling fidelity significantly better than the 1e-4 accuracy requirement. I will conclude the CLFV discussion with an overview of two next-generation experiments: Mu2e-II and the Advanced Muon Facility (AMF).
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