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ANTS2 package: simulation and experimental data processing for Anger camera type detectors

机译:ANTS2软件包:Anger摄像机类型探测器的仿真和实验数据处理

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摘要

ANTS2 is a simulation and data processing package developed for position sensitive detectors with Anger camera type readout. The simulation module of ANTS2 is based on ROOT package from CERN, which is used to store the detector geometry and to perform 3D navigation. The module is capable of simulating particle sources, performing particle tracking, generating photons of primary and secondary scintillation, tracing optical photons and generating photosensor signals. The reconstruction module features several position reconstruction methods based on the statistical reconstruction algorithms (including GPU-based implementations), artificial neural networks and k-NN searches. The module can process simulated as well as imported experimental data containing photosensor signals. A custom library for B-spline parameterization of spatial response of photosensors is implemented which can be used to calculate and parameterize the spatial response of a detector. The package includes a graphical user interface with an extensive set of configuration, visualization and analysis tools. ANTS2 is being developed with the focus on the iterative (adaptive) reconstruction of the detector response using flood field irradiation data. The package is implemented in C++ programming language and it is a multiplatform, open source project.
机译:ANTS2是为具有Anger摄像机类型读数的位置敏感探测器开发的模拟和数据处理软件包。 ANTS2的仿真模块基于CERN的ROOT软件包,用于存储探测器的几何形状并执行3D导航。该模块能够模拟粒子源,执行粒子跟踪,生成初级和次级闪烁的光子,跟踪光学光子并生成光传感器信号。重建模块具有几种基于统计重建算法(包括基于GPU的实现),人工神经网络和k-NN搜索的位置重建方法。该模块可以处理包含光电传感器信号的模拟以及导入的实验数据。实现了用于光传感器空间响应的B样条参数化的自定义库,该库可用于计算和参数化检测器的空间响应。该软件包包括一个图形用户界面,带有一组广泛的配置,可视化和分析工具。 ANTS2的开发重点是使用泛光场辐照数据对探测器响应进行迭代(自适应)重建。该软件包以C ++编程语言实现,并且是一个多平台的开源项目。

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