OASIS: Optimal Analysis-Specific Importance Sampling for event generation

OASIS: Optimal Analysis-Specific Importance Sampling for event generation

We propose a technique called Optimal Analysis-Specific Importance Sampling (OASIS) to reduce the number of simulated events required for a high-energy experimental analysis to reach a target sensitivity. We provide recipes to obtain the optimal sampling distributions which preferentially focus t...

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Bibliographic Details
Main Author: Konstantin T. Matchev, Prasanth Shyamsundar
Format: Article
Language:English
Published: SciPost 2021-02-01
Series:SciPost Physics
Online Access:https://scipost.org/SciPostPhys.10.2.034

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