Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

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Studies of charm and beauty jet quenching with ALICE detector and machine learning

2020/37/N/ST2/02313

Keywords:

ultrarelativistic nuclear physics particle physics heavy ion collisions machine learning neural networks ALICE LHC CERN jets heavy flavour beuty charm jet tagging

Descriptors:

  • ST2_3: Nuclear physics
  • ST2_2: Particle physics
  • ST6_11: Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video)

Panel:

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

Host institution :

Instytut Fizyki Jądrowej im. Henryka Niewodniczańskiego Polskiej Akademii Nauk

woj.

Other projects carried out by the institution 

Principal investigator (from the host institution):

Sebastian Adam Bysiak 

Number of co-investigators in the project: 2

Call: PRELUDIUM 19 - announced on 2020-03-16

Amount awarded: 136 882 PLN

Project start date (Y-m-d): 2021-01-19

Project end date (Y-m-d): 2023-01-18

Project duration:: 24 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 (1)
  1. Measurements of Groomed-Jet Substructure of Charm Jets Tagged by D0 Mesons in Proton-Proton Collisions at √s = 13 TeV
    Authors:
    S. Acharya , D. Adamová , A. Adler, G. Aglieri Rinella , M. Agnello , N. Agrawal , Z. Ahammed , S. Ahmad , S. U. Ahn , I. Ahuja , A. Akindinov , M. Al-Turany , D. Aleksandrov , B. Alessandro , H. M. Alfanda , R. Alfaro Molina , B. Ali , Y. Ali, A. Alici , N. Alizadehvandchali , A. Alkin , J. Alme , G. Alocco , T. Alt , I. Altsybeev , M. N. Anaam , C. Andrei , A. Andronic , V. Anguelov , F. Antinori , P. Antonioli , C. Anuj , N. Apadula , L. Aphecetche , H. Appelshäuser , C. Arata , S. Arcelli , M. Aresti , R. Arnaldi , I. C. Arsene , M. Arslandok , A. Augustinus , R. Averbeck , M. D. Azmi , A. Badalà , Y. W. Baek , X. Bai , R. Bailhache , Y. Bailung , R. Bala , A. Balbino , A. Baldisseri , B. Balis , D. Banerjee , Z. Banoo , R. Barbera , F. Barile , L. Barioglio , M. Barlou, G. G. Barnaföldi , L. S. Barnby , V. Barret , L. Barreto , C. Bartels , K. Barth , E. Bartsch , F. Baruffaldi , N. Bastid , S. Basu , G. Batigne , D. Battistini , B. Batyunya , D. Bauri, J. L. Bazo Alba , I. G. Bearden , C. Beattie , P. Becht , D. Behera , I. Belikov , A. D. C. Bell Hechavarria , F. Bellini , R. Bellwied , S. Belokurova , V. Belyaev , G. Bencedi , S. Beole , A. Bercuci , Y. Berdnikov , A. Berdnikova , L. Bergmann , M. G. Besoiu , L. Betev , P. P. Bhaduri , A. Bhasin , M. A. Bhat , B. Bhattacharjee , L. Bianchi , N. Bianchi , J. Bielčík , J. Bielčíková , J. Biernat , A. P. Bigot , A. Bilandzic , G. Biro , S. Biswas , N. Bize , J. T. Blair , D. Blau , M. B. Blidaru , N. Bluhme, C. Blume , G. Boca , F. Bock , T. Bodova , A. Bogdanov, S. Boi , J. Bok , L. Boldizsár , A. Bolozdynya , M. Bombara , P. M. Bond , G. Bonomi , H. Borel , A. Borissov , H. Bossi , E. Botta , Y. E. M. Bouziani , L. Bratrud , P. Braun-Munzinger , M. Bregant , M. Broz , G. E. Bruno , M. D. Buckland , D. Budnikov , H. Buesching , S. Bufalino , O. Bugnon, P. Buhler , Z. Buthelezi , J. B. Butt, S. A. Bysiak, M. Cai et al (ALICE Collaboration)
    Academic press:
    Physical review letters (rok: 2023, tom: 131, strony: 192301), Wydawca: American Physical Society
    Status:
    Published
    DOI:
    10.1103/PhysRevLett.131.192301 - link to the publication
  1. Measurements of untagged and HF-tagged inclusive jet distributions in proton-proton collisions by ALICE
    Authors:
    Sebastian Bysiak
    Conference:
    DIS2022: XXIX International Workshop on Deep-Inelastic Scattering and Related Subjects (rok: 2022, tom: DIS2022: XXIX International Workshop on Deep-Inelastic Scattering and Related Subjects, strony: https://indico.cern.ch/event/1072533/), Wydawca: Zenodo
    Data:
    konferencja 2-6.05.2022
    Status:
    Published
    DOI:
    10.5281/zenodo.7260659 - link to the publication

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