Projects funded by the NCN


Information on the principal investigator and host institution

Information of the project and the call

Keywords

Equipment

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Developing a new direction for collider BSM searches with Machine Learning

2021/41/N/ST2/00972

Keywords:

BSM Particle Physics mono-jet model independence Dark Matter Supersymmetry LHC Machine Learning Artificial Neural Networks Autoencoder

Descriptors:

  • ST2_002:
  • ST9_013:
  • ST6_011:

Panel:

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

Host institution :

Uniwersytet Warszawski, Wydział Fizyki

woj. mazowieckie

Other projects carried out by the institution 

Principal investigator (from the host institution):

Rafał Masełek 

Number of co-investigators in the project: 2

Call: PRELUDIUM 20 - announced on 2021-03-15

Amount awarded: 76 610 PLN

Project start date (Y-m-d): 2022-02-03

Project end date (Y-m-d): 2025-02-02

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

Project status: Project completed

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 (2)
  1. Monojet signatures from gluino and squark decays
    Authors:
    Iñaki Lara, Trygve Buanes, Rafał Masełek, Mihoko M. Nojiri, Krzysztof Rolbiecki, Kazuki Sakurai
    Academic press:
    Journal of High Energy Physics (rok: 2022, tom: 2022, strony: 150), Wydawca: SpringerOpen
    Status:
    Published
    DOI:
    10.1007/JHEP10(2022)150 - link to the publication
  2. Monojet signatures from gluino and squark decays
    Authors:
    Iñaki Lara, Trygve Buanes, Rafał Masełek, Mihoko M. Nojiri, Krzysztof Rolbiecki, Kazuki Sakurai
    Academic press:
    Journal of High Energy Physics (rok: 2022, tom: 2022, strony: 150), Wydawca: SpringerOpen
    Status:
    Published
    DOI:
    10.1007/JHEP10(2022)150 - link to the publication