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Author/Creator Tooke, S

1. Light-curve classification with recurrent neural networks for GOTO: dealing with imbalanced data. Issue 3 (28th May 2021)

Authors:
Burhanudin, U F; Maund, J R; Killestein, T; Ackley, K; Dyer, M J; Lyman, J; Ulaczyk, K; Cutter, R; Mong, Y-L; Steeghs, D; Galloway, D K; Dhillon, V; O'Brien, P; Ramsay, G; Noysena, K; Kotak, R; Breton, R P; Nuttall, L; Pallé, E; Pollacco, D
Journal:
Monthly notices of the Royal Astronomical Society
Issue:
Volume 505:Issue 3(2021)
Page Start:
4345
Record Type:
Journal Article
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2. Machine learning for transient recognition in difference imaging with minimum sampling effort. Issue 4 (9th October 2020)

Authors:
Mong, Y-L; Ackley, K; Galloway, D K; Killestein, T; Lyman, J; Steeghs, D; Dhillon, V; O'Brien, P T; Ramsay, G; Poshyachinda, S; Kotak, R; Nuttall, L; Pallé, E; Pollacco, D; Thrane, E; Dyer, M J; Ulaczyk, K; Cutter, R; McCormac, J; Chote, P
Journal:
Monthly notices of the Royal Astronomical Society
Issue:
Volume 499:Issue 4(2020)
Page Start:
6009
Record Type:
Journal Article
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3. Searching for electromagnetic counterparts to gravitational-wave merger events with the prototype Gravitational-Wave Optical Transient Observer (GOTO-4). Issue 1 (3rd July 2020)

Authors:
Gompertz, B P; Cutter, R; Steeghs, D; Galloway, D K; Lyman, J; Ulaczyk, K; Dyer, M J; Ackley, K; Dhillon, V S; O'Brien, P T; Ramsay, G; Poshyachinda, S; Kotak, R; Nuttall, L; Breton, R P; Pallé, E; Pollacco, D; Thrane, E; Aukkaravittayapun, S; Awiphan, S
Journal:
Monthly notices of the Royal Astronomical Society
Issue:
Volume 497:Issue 1(2020)
Page Start:
726
Record Type:
Journal Article
View Content:
Available online (eLD content is only available in our Reading Rooms) ↗

4. Searching for Fermi GRB optical counterparts with the prototype Gravitational-wave Optical Transient Observer (GOTO). Issue 4 (7th September 2021)

Authors:
Mong, Y-L; Ackley, K; Galloway, D K; Dyer, M; Cutter, R; Brown, M J I; Lyman, J; Ulaczyk, K; Steeghs, D; Dhillon, V; O'Brien, P; Ramsay, G; Noysena, K; Kotak, R; Breton, R; Nuttall, L; Pallé, E; Pollacco, D; Thrane, E; Awiphan, S
Journal:
Monthly notices of the Royal Astronomical Society
Issue:
Volume 507:Issue 4(2021)
Page Start:
5463
Record Type:
Journal Article
View Content:
Available online (eLD content is only available in our Reading Rooms) ↗

5. Self-supervised clustering on image-subtracted data with deep-embedded self-organizing map. Issue 1 (2nd November 2022)

Authors:
Mong, Y-L; Ackley, K; Killestein, T L; Galloway, D K; Vassallo, C; Dyer, M; Cutter, R; Brown, M J I; Lyman, J; Ulaczyk, K; Steeghs, D; Dhillon, V; O'Brien, P; Ramsay, G; Noysena, K; Kotak, R; Breton, R; Nuttall, L; Pallé, E; Pollacco, D
Journal:
Monthly notices of the Royal Astronomical Society
Issue:
Volume 518:Issue 1(2023)
Page Start:
752
Record Type:
Journal Article
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Available online (eLD content is only available in our Reading Rooms) ↗

6. The Gravitational-wave Optical Transient Observer (GOTO): prototype performance and prospects for transient science. Issue 2 (12th January 2022)

Authors:
Steeghs, D; Galloway, D K; Ackley, K; Dyer, M J; Lyman, J; Ulaczyk, K; Cutter, R; Mong, Y-L; Dhillon, V; O'Brien, P; Ramsay, G; Poshyachinda, S; Kotak, R; Nuttall, L K; Pallé, E; Breton, R P; Pollacco, D; Thrane, E; Aukkaravittayapun, S; Awiphan, S
Journal:
Monthly notices of the Royal Astronomical Society
Issue:
Volume 511:Issue 2(2022)
Page Start:
2405
Record Type:
Journal Article
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Available online (eLD content is only available in our Reading Rooms) ↗

7. Transient-optimized real-bogus classification with Bayesian convolutional neural networks – sifting the GOTO candidate stream. Issue 4 (15th March 2021)

Authors:
Killestein, T L; Lyman, J; Steeghs, D; Ackley, K; Dyer, M J; Ulaczyk, K; Cutter, R; Mong, Y-L; Galloway, D K; Dhillon, V; O'Brien, P; Ramsay, G; Poshyachinda, S; Kotak, R; Breton, R P; Nuttall, L K; Pallé, E; Pollacco, D; Thrane, E; Aukkaravittayapun, S
Journal:
Monthly notices of the Royal Astronomical Society
Issue:
Volume 503:Issue 4(2021)
Page Start:
4838
Record Type:
Journal Article
View Content:
Available online (eLD content is only available in our Reading Rooms) ↗