CaloDREAM – Detector response emulation via attentive flow matching

Detector simulations are an exciting application of modern generative networks. Their sparse high-dimensional data combined with the required precision poses a serious challenge. We show how combining Conditional Flow Matching with transformer elements allows us to simulate the detector phase space...

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Bibliographic Details
Main Author: Luigi Favaro, Ayodele Ore, Sofia Palacios Schweitzer, Tilman Plehn
Format: Article
Language:English
Published: SciPost 2025-03-01
Series:SciPost Physics
Online Access:https://scipost.org/SciPostPhys.18.3.088
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