Finding excesses in model parameter space

Abstract Simulation-based inference (SBI) makes it possible to infer the parameters of a model from high-dimensional low-level features of the observed events. In this work we show how this method can be used to establish the presence of a weak signal on top of an unknown background, to discard back...

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Bibliographic Details
Main Authors: Kierthika Chathirathas, Torben Ferber, Felix Kahlhoefer, Alessandro Morandini
Format: Article
Language:English
Published: SpringerOpen 2025-02-01
Series:European Physical Journal C: Particles and Fields
Online Access:https://doi.org/10.1140/epjc/s10052-025-13795-w
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