Convolutional neural networks for transient candidate vetting in large-scale surveys

Fabian Gieseke; Steven Bloemen; Cas van den Bogaard; Tom Heskes; Jonas Kindler; Richard A. Scalzo; Valério A. R. M. Ribeiro; Jan van Roestel; Paul J. Groot; Fang Yuan; Anais Möller; Brad E. Tucker

doi:10.1093/mnras/stx2161

Convolutional neural networks for transient candidate vetting in large-scale surveys

Fabian Gieseke, Steven Bloemen, Cas van den Bogaard, Tom Heskes, Jonas Kindler, Richard A. Scalzo, Valério A. R. M. Ribeiro, Jan van Roestel, Paul J. Groot, Fang Yuan, Anais Möller, Brad E. Tucker

Datalogisk Institut

16 Citationer (Scopus)

75 Downloads (Pure)

Originalsprog	Engelsk
Tidsskrift	Monthly Notices of the Royal Astronomical Society
Vol/bind	472
Udgave nummer	3
Sider (fra-til)	3101-3114
Antal sider	14
ISSN	0035-8711
DOI	https://doi.org/10.1093/mnras/stx2161
Status	Udgivet - dec. 2017

Adgang til dokumentet

10.1093/mnras/stx2161Licens: Andet

Gieseke_2017_Convolutional_neural_networksForlagets udgivne version, 7,7 MBLicens: Andet

Citationsformater

Gieseke, F., Bloemen, S., van den Bogaard, C., Heskes, T., Kindler, J., Scalzo, R. A., Ribeiro, V. A. R. M., van Roestel, J., Groot, P. J., Yuan, F., Möller, A., & Tucker, B. E. (2017). Convolutional neural networks for transient candidate vetting in large-scale surveys. Monthly Notices of the Royal Astronomical Society, 472(3), 3101-3114. https://doi.org/10.1093/mnras/stx2161

@article{25a9852276b24eb7a3dd5cc54b2b490e,

title = "Convolutional neural networks for transient candidate vetting in large-scale surveys",

keywords = "methods: data analysis, techniques: image processing, surveys, supernovae: general",

author = "Fabian Gieseke and Steven Bloemen and {van den Bogaard}, Cas and Tom Heskes and Jonas Kindler and Scalzo, {Richard A.} and Ribeiro, {Val{\'e}rio A. R. M.} and {van Roestel}, Jan and Groot, {Paul J.} and Fang Yuan and Anais M{\"o}ller and Tucker, {Brad E.}",

year = "2017",

month = dec,

doi = "10.1093/mnras/stx2161",

language = "English",

volume = "472",

pages = "3101--3114",

journal = "Royal Astronomical Society. Monthly Notices",

issn = "0035-8711",

publisher = "Oxford University Press",

number = "3",

}

TY - JOUR

T1 - Convolutional neural networks for transient candidate vetting in large-scale surveys

AU - Gieseke, Fabian

AU - Bloemen, Steven

AU - van den Bogaard, Cas

AU - Heskes, Tom

AU - Kindler, Jonas

AU - Scalzo, Richard A.

AU - Ribeiro, Valério A. R. M.

AU - van Roestel, Jan

AU - Groot, Paul J.

AU - Yuan, Fang

AU - Möller, Anais

AU - Tucker, Brad E.

PY - 2017/12

Y1 - 2017/12

KW - methods: data analysis

KW - techniques: image processing

KW - surveys

KW - supernovae: general

U2 - 10.1093/mnras/stx2161

DO - 10.1093/mnras/stx2161

M3 - Journal article

SN - 0035-8711

VL - 472

SP - 3101

EP - 3114

JO - Royal Astronomical Society. Monthly Notices

JF - Royal Astronomical Society. Monthly Notices

IS - 3

ER -

Convolutional neural networks for transient candidate vetting in large-scale surveys

Adgang til dokumentet

Fingeraftryk

Citationsformater