Projects funded by the NCN


Information on the principal investigator and host institution

Information of the project and the call

Keywords

Equipment

Delete all

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. 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
  2. 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