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Lochner, Michelle
112
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Online (112)
Mediatypes
Articles (Online) (20)
Bookchapter (Online) (2)
OpenAccess-fulltext (90)
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1
Enabling unsupervised discovery in astronomical images thro..:
Mohale, Koketso
;
Lochner, Michelle
Monthly Notices of the Royal Astronomical Society. 530 (2024) 1 - p. 1274-1295 , 2024
Link:
https://doi.org/10.1093/..
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2
Impact of Rubin Observatory Cadence Choices on Supernovae P..:
Alves, Catarina S.
;
Peiris, Hiranya V.
;
Lochner, Michelle
...
The Astrophysical Journal Supplement Series. 265 (2023) 2 - p. 43 , 2023
Link:
https://doi.org/10.3847/..
?
3
Designing an Optimal LSST Deep Drilling Program for Cosmolo..:
Gris, Philippe
;
Regnault, Nicolas
;
Awan, Humna
...
The Astrophysical Journal Supplement Series. 264 (2023) 1 - p. 22 , 2023
Link:
https://doi.org/10.3847/..
?
4
Real-time detection of anomalies in large-scale transient s..:
Muthukrishna, Daniel
;
Mandel, Kaisey S
;
Lochner, Michelle
..
Monthly Notices of the Royal Astronomical Society. 517 (2022) 1 - p. 393-419 , 2022
Link:
https://doi.org/10.1093/..
?
5
The Impact of Observing Strategy on Cosmological Constraint..:
Lochner, Michelle
;
Scolnic, Dan
;
Almoubayyed, Husni
...
The Astrophysical Journal Supplement Series. 259 (2022) 2 - p. 58 , 2022
Link:
https://doi.org/10.3847/..
?
6
Considerations for Optimizing the Photometric Classificatio..:
Alves, Catarina S.
;
Peiris, Hiranya V.
;
Lochner, Michelle
...
The Astrophysical Journal Supplement Series. 258 (2022) 2 - p. 23 , 2022
Link:
https://doi.org/10.3847/..
?
7
Practical galaxy morphology tools from deep supervised repr..:
Walmsley, Mike
;
Scaife, Anna M M
;
Lintott, Chris
...
Monthly Notices of the Royal Astronomical Society. 513 (2022) 2 - p. 1581-1599 , 2022
Link:
https://doi.org/10.1093/..
?
8
Optimization of the Observing Cadence for the Rubin Observa..:
Bianco, Federica B.
;
Ivezić, Željko
;
Jones, R. Lynne
...
The Astrophysical Journal Supplement Series. 258 (2021) 1 - p. 1 , 2021
Link:
https://doi.org/10.3847/..
?
9
Multi-tasking the growth of cosmological structures:
Perenon, Louis
;
Martinelli, Matteo
;
Ilić, Stéphane
...
Physics of the Dark Universe. 34 (2021) - p. 100898 , 2021
Link:
https://doi.org/10.1016/..
?
10
Bayesian Anomaly Detection and Classification for Noisy Dat:
, In:
Advances in Intelligent Systems and Computing; Intelligent Systems Design and Applications
,
Roberts, Ethan
;
Bassett, Bruce A.
;
Lochner, Michelle
- p. 426-435 , 2020
Link:
https://doi.org/10.1007/..
?
11
Unsupervised machine learning for transient discovery in de..:
Webb, Sara
;
Lochner, Michelle
;
Muthukrishna, Daniel
...
Monthly Notices of the Royal Astronomical Society. 498 (2020) 3 - p. 3077-3094 , 2020
Link:
https://doi.org/10.1093/..
?
12
DeepSource: point source detection using deep learning:
Vafaei Sadr, A
;
Vos, Etienne E
;
Bassett, Bruce A
...
Monthly Notices of the Royal Astronomical Society. 484 (2019) 2 - p. 2793-2806 , 2019
Link:
https://doi.org/10.1093/..
?
13
Machine learning cosmological structure formation:
Lucie-Smith, Luisa
;
Peiris, Hiranya V
;
Pontzen, Andrew
.
Monthly Notices of the Royal Astronomical Society. 479 (2018) 3 - p. 3405-3414 , 2018
Link:
https://doi.org/10.1093/..
?
14
zBEAMS: a unified solution for supernova cosmology with red..:
Roberts, Ethan
;
Lochner, Michelle
;
Fonseca, José
...
Journal of Cosmology and Astroparticle Physics. 2017 (2017) 10 - p. 036-036 , 2017
Link:
https://doi.org/10.1088/..
?
15
Bayesian inference for radio observations:
Lochner, Michelle
;
Natarajan, Iniyan
;
Zwart, Jonathan T. L.
...
Monthly Notices of the Royal Astronomical Society. 450 (2015) 2 - p. 1308-1319 , 2015
Link:
https://doi.org/10.1093/..
1-15