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Run-Wise Simulations for Imaging Atmospheric Cherenkov Telescope Arrays

机译:用于成像大气Cherenkov望远镜阵列的运行智能模拟

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摘要

We present a new paradigm for the simulation of arrays of Imaging AtmosphericCherenkov Telescopes (IACTs) which overcomes limitations of current approaches.Up to now, all major IACT experiments rely on the same Monte-Carlo simulationstrategy, using predefined observation and instrument settings. Simulationswith varying parameters are generated to provide better estimates of theInstrument Response Functions (IRFs) of different observations. However, alarge fraction of the simulation configuration remains preserved, leading tocomplete negligence of all related influences. Additionally, the simulationscheme relies on interpolations between different array configurations, whichare never fully reproducing the actual configuration for a given observation.Interpolations are usually performed on zenith angles, off-axis angles, arraymultiplicity, and the optical response of the instrument. With the advent ofhybrid systems consisting of a large number of IACTs with different sizes,types, and camera configurations, the complexity of the interpolation and thesize of the phase space becomes increasingly prohibitive. Going beyond theexisting approaches, we introduce a new simulation and analysis concept whichtakes into account the actual observation conditions as well as individualtelescope configurations of each observation run of a given data set. Theserun-wise simulations (RWS) thus exhibit considerably reduced systematicuncertainties compared to the existing approach, and are also morecomputationally efficient and simple. The RWS framework has been implemented inthe H.E.S.S. software and tested, and is already being exploited in scienceanalysis.
机译:我们提出了一种新的成像大气奇伦科夫望远镜阵列(IACTs)的模拟范例,该范例克服了当前方法的局限性到目前为止,所有主要的IACT实验都使用预定义的观测和仪器设置依赖于相同的蒙特卡洛模拟策略。生成具有不同参数的模拟,以更好地估计不同观测值的仪器响应函数(IRF)。但是,大部分仿真配置仍然保留,导致所有相关影响的完全疏忽。此外,模拟方案依赖于不同阵列配置之间的插值,这些插值永远无法完全重现给定观察结果的实际配置。插值通常是在天顶角,偏轴角,阵列多重性和仪器的光学响应上进行的。随着由大量具有不同大小,类型和摄像机配置的IACT组成的混合系统的出现,插值的复杂性和相空间的大小变得越来越令人望而却步。超越现有方法,我们引入了新的模拟和分析概念,其中考虑了给定数据集的每次观测运行的实际观测条件以及单个望远镜的配置。因此,与现有方法相比,这些运行方式仿真(RWS)表现出明显降低的系统不确定性,并且在计算上也更加高效和简单。 RWS框架已在H.E.S.S.中实施软件并经过测试,并且已经在科学分析中加以利用。

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