Spyral: A scalable analysis framework for Active-Target Time Projection Chamber data

IF 1.4 3区物理与天体物理 Q3 INSTRUMENTS & INSTRUMENTATION

Nuclear Instruments & Methods in Physics Research Section A-accelerators Spectrometers Detectors and Associated Equipment Pub Date : 2025-07-24 DOI:10.1016/j.nima.2025.170872

Gordon W. McCann, Nathan Turi, Daniel Bazin, Till Schaeffeler, Michael Z. Serikow, Pranjal Singh, Daniela Ramirez Chavez

引用次数: 0

Abstract

The analysis of Active Target Time Projection Chamber (AT-TPC) data is a complex operation that requires sophisticated algorithms that need to adapt to various non-uniform datasets. This article describes a new analysis framework called Spyral that leverages the powerful tools provided by the Python environment, while remaining flexible and accessible to new users and offering scalable performance on high performance computing platforms. The processes followed to analyze the data are described, and the quality of the results obtained are checked against previously existing analysis software.

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Spyral：活动目标时间投影室数据的可扩展分析框架

主动目标时间投影室（AT-TPC）数据的分析是一项复杂的操作，需要复杂的算法来适应各种不均匀的数据集。本文描述了一个名为Spyral的新分析框架，它利用Python环境提供的强大工具，同时对新用户保持灵活性和可访问性，并在高性能计算平台上提供可扩展的性能。描述了分析数据所遵循的过程，并根据先前存在的分析软件检查了所获得结果的质量。

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

Nuclear Instruments & Methods in Physics Research Section A-accelerators Spectrometers Detectors and Associated Equipment 物理-光谱学

CiteScore

3.20

自引率

21.40%

发文量

787

审稿时长

1 months

期刊介绍： Section A of Nuclear Instruments and Methods in Physics Research publishes papers on design, manufacturing and performance of scientific instruments with an emphasis on large scale facilities. This includes the development of particle accelerators, ion sources, beam transport systems and target arrangements as well as the use of secondary phenomena such as synchrotron radiation and free electron lasers. It also includes all types of instrumentation for the detection and spectrometry of radiations from high energy processes and nuclear decays, as well as instrumentation for experiments at nuclear reactors. Specialized electronics for nuclear and other types of spectrometry as well as computerization of measurements and control systems in this area also find their place in the A section. Theoretical as well as experimental papers are accepted.