Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

Keywords

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Intelligent monitoring software and silicon pixel sensor prototyping for future LHCb vertex detector.

2017/27/N/ST2/01880

Keywords:

pixel detectors machine learning LHCb large hadron collider particle detectors

Descriptors:

  • ST2_2: Particle physics

Panel:

ST2 - Fundamental constituents of matter: particle, nuclear, plasma, atomic, molecular, gas and optical physics

Host institution :

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie, Wydział Fizyki i Informatyki Stosowanej

woj. małopolskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

Maciej Majewski 

Number of co-investigators in the project: 3

Call: PRELUDIUM 14 - announced on 2017-09-15

Amount awarded: 97 300 PLN

Project start date (Y-m-d): 2018-08-27

Project end date (Y-m-d): 2021-08-26

Project duration:: 36 months (the same as in the proposal)

Project status: Project settled

Project description

Download the project description in a pdf file

Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.

Information in the final report

  • Publication in academic press/journals (1)
  • Articles in post-conference publications (2)
  1. The Upgrade I of LHCb VELO - towards an intelligent monitoring platform
    Authors:
    P. Kopciewicz, T. Szumlak, M. Majewski, K. Akiba, O. Augusto, J. Back, D. S. Bobulska, G. Bogdanova, S. Borghi, T. Bowcock, J. Buytaert, E. Lemos Cid, V. Coco, P. Collins, E. Dall'Occo, K. de Bruyn, S. de Capua, F. Dettori, K. Dreimanis, D. Dutta, L. Eklund, T. Evans, M. Ferro-Luzzi W. Funk, L. Meyer Garcia, O. Boente García, M. Gersabeck, T. Gershon, C. Sanchez Graz, K. Hennessy, W. Hulsbergen, D. Hutchcroft, D. Hynds, P. Jalocha, M. John, N. Jurik, I. Kostiuk, T. Latham, A. Leflat, V. Franco Lima, F. Marinho, L. H. Mendes, M. Merk, A. Morris, D. Murray, S. Naik, I. Nasteva, A. Oblakowska-Mucha, J. Otalora, C. Parkes, B. G. Plana, A. Fernández Prieto, B. Rachwal, P. Vázquez Regueiro, K. Rinnert, G. Rodrigues, L. Scantlebury-Smead, M. Schiller, H. Schindler, T. Shears, A. Snoch, P. Švihra, A. Gallas Torreira, M. Van Beuzekom, J. Velthuis, V. Volkov, M. Williams
    Academic press:
    Journal of Instrumentation (rok: 2020, tom: 15, strony: C06009--C06009), Wydawca: IOP Publishing
    Status:
    Published
    DOI:
    10.1088/1748-0221/15/06/c06009 - link to the publication
  1. Analysis, and machine learning anomaly detection of the VELO-LHCb calibration
    Authors:
    Maciej Majewski
    Conference:
    Trans-siberian school of High Energy physics (rok: 2019, ), Wydawca: IOPscience
    Data:
    konferencja 1-5.04.2019
    Status:
    Published
    DOI:
    link to the publication
  2. Unsupervised learning for pixel mask clustering and cluster tracking in LHCb's Velopix sensor calibration.
    Authors:
    Maciej W. Majewski, Patryk Radoń, Tomasz Szumlak
    Conference:
    4th Jagiellonian Symposium on Advances in Particle Physics and Medicine (rok: 2022, ), Wydawca: Acta Physica Polonica A
    Data:
    konferencja 10-15 Czerwiec
    Status:
    Accepted for publication

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