Optimization of Cascade Simulation Process Using Spatial Parametrization

IF 0.4 Q4 PHYSICS, PARTICLES & FIELDS

Physics of Particles and Nuclei Letters Pub Date : 2024-08-14 DOI:10.1134/S1547477124700997

A. Belyakova, I. Chernousov, Yu. Malyshkin, I. Perevalova, S. Zavyalov

引用次数: 0

Abstract

Simulation of neutrino telescopes like IceCube, Baikal-GVD, KM3NET/ARCA is a long multi-stage process. NTSim is a framework efficiently chaining different stages of the simulation. Full Monte Carlo modeling of electromagnetic and hadron cascades usually consumes a lot of computational resources. In this contribution we present an efficient cascade parametrization of NTSim which allows to significantly reduce computation time and validate it against the full cascade modeling.

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利用空间参数化优化级联仿真过程

中微子望远镜（如 IceCube、Baikal-GVD、KM3NET/ARCA）的模拟是一个漫长的多阶段过程。NTSim 是一个框架，能有效地将不同阶段的模拟工作串联起来。电磁和强子级联的全蒙特卡罗建模通常会消耗大量计算资源。在这篇论文中，我们介绍了 NTSim 的一种高效级联参数化方法，它可以显著减少计算时间，并与完整级联建模进行了对比验证。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Physics of Particles and Nuclei Letters PHYSICS, PARTICLES & FIELDS-

CiteScore

0.80

自引率

20.00%

发文量

108

期刊介绍： The journal Physics of Particles and Nuclei Letters, brief name Particles and Nuclei Letters, publishes the articles with results of the original theoretical, experimental, scientific-technical, methodological and applied research. Subject matter of articles covers: theoretical physics, elementary particle physics, relativistic nuclear physics, nuclear physics and related problems in other branches of physics, neutron physics, condensed matter physics, physics and engineering at low temperatures, physics and engineering of accelerators, physical experimental instruments and methods, physical computation experiments, applied research in these branches of physics and radiology, ecology and nuclear medicine.