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Weighing Wimps with Kinks at Colliders: Invisible Particle Mass Measurements from Endpoints

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arxiv 0711.4008 v1 pith:XJZJ6B7L submitted 2007-11-24 hep-ph

classification hep-ph
keywords massparticleinvisibleparticlesconsiderendpointkinkunknown
verification ladder T0 review T1 audit T2 compute T3 formal
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We consider the application of endpoint techniques to the problem of mass determination for new particles produced at a hadron collider, where these particles decay to an invisible particle of unknown mass and one or more visible particles of known mass. We also consider decays of these types for pair-produced particles and in each case consider situations both with and without initial state radiation. We prove that, in most (but not all) cases, the endpoint of an appropriate transverse mass observable, considered as a function of the unknown mass of the invisible particle, has a kink at the true value of the invisible particle mass. The co-ordinates of the kink yield the masses of the decaying particle and the invisible particle. We discuss the prospects for implementing this method at the LHC.

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  1. Theory-informed neural networks for particle physics

    hep-ph 2025-07 conditional novelty 7.0 of 10

    A Deep Q-Network using matrix-element rewards reconstructs parton assignments in collider events, enabling theory-based tagging and anomaly detection without labels.

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