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Tarek Allam Jr.
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fink, a new generation of broker for the LSST community
A Möller, J Peloton, EEO Ishida, C Arnault, E Bachelet, T Blaineau, ...
Monthly Notices of the Royal Astronomical Society 501 (3), 3272-3288, 2021
702021
The photometric lsst astronomical time-series classification challenge plasticc: Selection of a performance metric for classification probabilities balancing diverse science goals
AI Malz, R Hložek, T Allam, A Bahmanyar, R Biswas, M Dai, L Galbany, ...
The Astronomical Journal 158 (5), 171, 2019
282019
The photometric lsst astronomical time-series classification challenge (plasticc): Data set
T Allam Jr, A Bahmanyar, R Biswas, M Dai, L Galbany, R Hložek, ...
arXiv preprint arXiv:1810.00001, 2018
172018
Results of the photometric lsst astronomical time-series classification challenge (plasticc)
R Hložek, AI Malz, KA Ponder, M Dai, G Narayan, EEO Ishida, T Allam Jr, ...
The Astrophysical Journal Supplement Series 267 (2), 25, 2023
162023
Paying attention to astronomical transients: Introducing the time-series transformer for photometric classification
T Allam Jr, JD McEwen
arXiv preprint arXiv:2105.06178, 2021
10*2021
Optimizing the lsst observing strategy for dark energy science: Desc recommendations for the wide-fast-deep survey
M Lochner, DM Scolnic, H Awan, N Regnault, P Gris, R Mandelbaum, ...
arXiv preprint arXiv:1812.00515, 2018
102018
Considerations for optimizing the photometric classification of supernovae from the rubin observatory
CS Alves, HV Peiris, M Lochner, JD McEwen, T Allam, R Biswas, ...
The Astrophysical Journal Supplement Series 258 (2), 23, 2022
62022
Optimizing the LSST Observing Strategy for Dark Energy Science: DESC Recommendations for the Deep Drilling Fields and other Special Programs
DM Scolnic, M Lochner, P Gris, N Regnault, R Hložek, G Aldering, ...
arXiv preprint arXiv:1812.00516, 2018
52018
The Tiny Time-series Transformer: Low-latency High-throughput Classification of Astronomical Transients using Deep Model Compression
T Allam Jr, J Peloton, JD McEwen
arXiv preprint arXiv:2303.08951, 2023
12023
Optimising the LSST Observing Strategy for Supernova Light Curve Classification with Machine Learning
T Allam Jr, R Biswas, R Hlozek, M Lochner, JD McEwen, H Peiris, ...
12018
Efficient deep learning for real-time classification of astronomical transients
T Allam Jr
UCL (University College London), 2023
2023
snmachine: Photometric supernova classification
M Lochner, C Alves, H Peiris, J McEwen, T Allam Jr, R Biswas, J Holland, ...
Astrophysics Source Code Library, ascl: 2107.006, 2021
2021
Data Study Group Final Report: SenSat
T Allam, O Bohdal, N Dong, I Erofeev, Q Hu, J Kuehnert, PM Laribière, ...
Zenodo, 2020
2020
The Photometric LSST Astronomical Time Series Classification Challenge (PLAsTiCC): Final Results
K Ponder, R Hlozek, T Allam, A Bahmanyar, R Biswas, K Boone, M Dai, ...
American Astronomical Society Meeting Abstracts# 235 235, 203.15, 2020
2020
The Photometric LSST Astronomical Time Series Classification Challenge (PLAsTiCC)
R Hlozek, R Kessler, T Allam, A Bahmanyar, R Biswas, M Dai, L Galbany, ...
American Astronomical Society Meeting Abstracts# 233 233, 212.01, 2019
2019
Radio Interferometric Image Reconstruction for the Square Kilometer Array: A Deep Learning Approach
T Allam Jr
University College London, 2016
2016
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