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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Automatic classification of variable stars with hierarchical machine learning

2014/13/N/ST9/00075

Keywords:

variable stars machine learning

Descriptors:

  • ST9_7: Stars and stellar systems
  • ST9_17: Large data bases: archiving, handling and analysis

Panel:

ST9 - Astronomy and space science: astrophysics, astrochemistry, astrobiology, solar system, planetary systems, stellar, galactic and extragalactic astronomy, space science, instrumentation

Host institution :

Uniwersytet Warszawski, Wydział Fizyki

woj. mazowieckie

Other projects carried out by the institution 

Principal investigator (from the host institution):

Michał Pawlak 

Number of co-investigators in the project: 2

Call: PRELUDIUM 7 - announced on 2014-03-17

Amount awarded: 122 000 PLN

Project start date (Y-m-d): 2015-03-11

Project end date (Y-m-d): 2018-03-10

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

Project status: Project settled

Equipment purchased [PL]

  1. Laptop (5 000 PLN)

Information in the final report

  • Publication in academic press/journals (2)
  1. The OGLE Collection of Variable Stars. Eclipsing Binaries in the Magellanic System
    Authors:
    M. Pawlak, I. Soszyński, A. Udalski, M. K. Szymański, Ł. Wyrzykowski, K. Ulaczyk, R. Poleski, P. Pietrukowicz, S. Kozłowski, D. M. Skowron, J. Skowron, P. Mróz, A. Hamanowicz
    Academic press:
    Acta Astronomica (rok: 2016, tom: 66, strony: 421-432), Wydawca: Copernicus Foundation for Polish Astronomy
    Status:
    Published
  2. The OGLE Collection of Variable Stars. Over 450 000 Eclipsing and Ellipsoidal Binary Systems Toward the Galactic Bulge
    Authors:
    I. Soszyński, M. Pawlak, P. Pietrukowicz, A. Udalski, M.K. Szymański, Ł. Wyrzykowski, K. Ulaczyk, R. Poleski, S. Kozłowski, D.M. Skowron, J. Skowron, P. Mróz and A. Hamanowicz
    Academic press:
    Acta Astronomica (rok: 2016, tom: 66, strony: 405-420), Wydawca: Copernicus Foundation for Polish Astronomy
    Status:
    Published