Development and Software Implementation of Optimal Algorithms for Event Reconstruction, Evaluation of the Quality of Event Reconstruction and Simulation of Detector Components in the BM@N Experiment

被引：2

作者：

Driuk, A., V ^{[1
]}

Iufriakova, A. A. ^{[1
]}

Kakhanovskaya, N. E. ^{[1
]}

Mashitsin, K., I ^{[1
]}

Merts, S. P. ^{[2
]}

Nemnyugin, S. A. ^{[1
]}

Roudnev, V. A. ^{[1
]}

机构：

[1] St Petersburg State Univ, St Petersburg, Russia

[2] Joint Inst Nucl Res, Dubna, Russia

来源：

PHYSICS OF PARTICLES AND NUCLEI | 2021年 / 52卷 / 04期

基金：

俄罗斯基础研究基金会;

关键词：

D O I：

10.1134/S1063779621040237

中图分类号：

O412 [相对论、场论]; O572.2 [粒子物理学];

学科分类号：

摘要：

The BmnRoot software package plays a crucial role in the BM@N NICA experiment and is used both for simulation and event reconstruction purposes. In this article, few approaches to optimization of simulation and event reconstruction algorithms are presented. Results of performance studies of the BmnRoot modules are obtained using software dynamic analysis. Different methods of optimization including parallelization are considered. Algorithms of tracks global matching are discussed. Results of optimization of the virtual planes method are given. Machine learning methods are analyzed from the point of view of efficiency of particle identification. Flexible and optimal extension of the quality assurance module of the BmnRoot is described. Analysis of fragments for SRC studies with the BM@N experiment is also discussed.

引用

页码：808 / 816

页数：9