Raster scan or 2-D approach?

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Louis Lyons This is my paper · ORCID

classification hep-exhep-ph

keywords approachrasterscanapproachesconsiderdifferentdimensionaldiscovery

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We consider the relative merits of two different approaches to discovery or exclusion of new phenomena, a raster scan or a 2-dimensional approach.

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Feldman-Cousins' ML Cousin: Sterile Neutrino Global Fits using Simulation-Based Inference
hep-ex 2025-01 conditional novelty 5.0 of 10

A two-stage simulation-based inference method, using dropout neural networks and normalizing flows, produces fast approximate credibility regions for 3+1 sterile neutrino global fits.