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

共 11 条

[1] 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
A. V. Driuk
A. A. Iufriakova
N. E. Kakhanovskaya
K. I. Mashitsin
S. P. Merts
S. A. Nemnyugin
V. A. Roudnev
Physics of Particles and Nuclei, 2021, 52 : 808 - 816
[2] Event reconstruction in the BM@N experiment
Batyuk, P.
Baranov, D.
Merts, S.
Rogachevsky, O.
XXIV INTERNATIONAL BALDIN SEMINAR ON HIGH ENERGY PHYSICS PROBLEMS: RELATIVISTIC NUCLEAR PHYSICS AND QUANTUM CHROMODYNAMICS (BALDIN ISHEPP XXIV), 2019, 204
[3] Performance Optimization of Simulation and Event Reconstruction Software in the BM@N NICA Experiment
S. Nemnyugin
A. Driuk
S. Merts
V. Roudnev
M. Stepanova
A. Iufryakova
Physics of Particles and Nuclei, 2022, 53 : 577 - 581
[4] Performance Optimization of Simulation and Event Reconstruction Software in the BM@N NICA Experiment
Nemnyugin, S.
Driuk, A.
Merts, S.
Roudnev, V
Stepanova, M.
Iufryakova, A.
PHYSICS OF PARTICLES AND NUCLEI, 2022, 53 (02) : 577 - 581
[5] Track reconstruction and GEM detector performance in BM@N experiment
Lenivenko, V
Palichik, V
Voytishin, N.
3RD INTERNATIONAL CONFERENCE ON PARTICLE PHYSICS AND ASTROPHYSICS (ICPPA), 2018, : 422 - 428
[6] Development of the Vector Finder Toolkit for Track Reconstruction in the BM@N Experiment
Zinchenko, D. A.
Nikonov, E. G.
Zinchenko, A. I.
Zinchenko, R. A.
PHYSICS OF PARTICLES AND NUCLEI LETTERS, 2024, 21 (03) : 544 - 552
[7] Development of Next-Generation Event Visualization Platform for the BM@N Experiment
Blinova, E.
Dunaev, I.
Gertsenberger, K.
Klimai, P.
Nozik, A.
PHYSICS OF PARTICLES AND NUCLEI LETTERS, 2024, 21 (04) : 785 - 788
[8] Development and Evaluation of Vectorised and Multi-Core Event Reconstruction Algorithms within the CMS Software Framework
Hauth, T.
Innocente, V.
Piparo, D.
INTERNATIONAL CONFERENCE ON COMPUTING IN HIGH ENERGY AND NUCLEAR PHYSICS 2012 (CHEP2012), PTS 1-6, 2012, 396
[9] Study of the Influence of Various Factors on the Quality of Reconstruction of Λ andK KS0 in the BM@N Experiment S Using Monte Carlo Simulation
Barak, R.
Merts, S.
PHYSICS OF PARTICLES AND NUCLEI LETTERS, 2024, 21 (05) : 1045 - 1050
[10] Evaluation of the performance of event reconstruction algorithms in the JS']JSNS2 experiment using a 252 Cf calibration source
Lee, D. H.
Cheoun, M. K.
Choi, J. H.
Choi, J. Y.
Dodo, T.
Goh, J.
Haga, K.
Harada, M.
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Hwang, W.
Iida, T.
Jang, H. I.
Jang, J. S.
Joo, K. K.
Jung, D. E.
Kang, S. K.
Kasugai, Y.
Kawasaki, T.
Kim, E. J.
Kim, J. Y.
Kim, S. B.
Kim, W.
Kinoshita, H.
Konno, T.
Lim, I. T.
Little, C.
Maruyama, T.
Marzec, E.
Masuda, S.
Meigo, S.
Moon, D. H.
Nakano, T.
Niiyama, M.
Nishikawa, K.
Pac, M. Y.
Park, H. W.
Park, J. S.
Park, R. G.
Peeters, S. J. M.
Rott, C.
Sakai, K.
Sakamoto, S.
Shima, T.
Shin, C. D.
Spitz, J.
Suekane, F.
Sugaya, Y.
Suzuya, K.
Takeuchi, Y.
Yamaguchi, Y.
NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 2025, 1072

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