Light-curve classification with recurrent neural networks for GOTO: dealing with imbalanced data
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, Thrane, E, Awiphan, S, Chote, P, Chrimes, A, Daw, E, Duffy, C, Eyles-Ferris, R, Gompertz, B, Heikkilä, T, Irawati, P, Kennedy, M R, Levan, A, Littlefair, S, Makrygianni, L, Mata-Sánchez, D, Mattila, S, McCormac, J, Mkrtichian, D, Mullaney, J, Sawangwit, U, Stanway, E, Starling, R, Strøm, P, Tooke, S, Wiersema, K
Published in Monthly notices of the Royal Astronomical Society (01.08.2021)
Published in Monthly notices of the Royal Astronomical Society (01.08.2021)
Get full text
Journal Article
Photometric study of the late-time near-infrared plateau in Type Ia supernovae
Deckers, M, Graur, O, Maguire, K, Shingles, L, Brennan, S J, Anderson, J P, Burke, J, Chen, T-W, Galbany, L, Grayling, M J P, Gutiérrez, C P, Harvey, L, Hiramatsu, D, Howell, D A, Inserra, C, Killestein, T, McCully, C, Müller-Bravo, T E, Nicholl, M, Newsome, M, Padilla Gonzalez, E, Pellegrino, C, Terreran, G, Terwel, J H, Toy, M, Young, D R
Published in Monthly notices of the Royal Astronomical Society (01.05.2023)
Published in Monthly notices of the Royal Astronomical Society (01.05.2023)
Get full text
Journal Article
Machine learning for transient recognition in difference imaging with minimum sampling effort
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, Levan, A J, Marsh, T, Stanway, E, Gompertz, B, Wiersema, K, Chrimes, A, Obradovic, A, Mullaney, J, Daw, E, Littlefair, S, Maund, J, Makrygianni, L, Burhanudin, U, Starling, R L C, Eyles-Ferris, R A J, Tooke, S, Duffy, C, Aukkaravittayapun, S, Sawangwit, U, Awiphan, S, Mkrtichian, D, Irawati, P, Mattila, S, Heikkilä, T, Breton, R, Kennedy, M, Mata Sánchez, D, Rol, E
Published in Monthly notices of the Royal Astronomical Society (01.12.2020)
Published in Monthly notices of the Royal Astronomical Society (01.12.2020)
Get full text
Journal Article
Searching for Fermi GRB optical counterparts with the prototype Gravitational-wave Optical Transient Observer (GOTO)
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, Burhanudin, U, Chote, P, Chrimes, A, Daw, E, Duffy, C, Eyles-Ferris, R, Gompertz, B, Heikkilä, T, Irawati, P, Kennedy, M, Killestein, T, Levan, A, Littlefair, S, Makrygianni, L, Marsh, T, Mata-Sanchez, D, Mattila, S, Maund, J, McCormac, J, Mkrtichian, D, Mullaney, J, Rol, E, Sawangwit, U, Stanway, E, Starling, R, Strøm, P, Tooke, S, Wiersema, K
Published in Monthly notices of the Royal Astronomical Society (01.11.2021)
Published in Monthly notices of the Royal Astronomical Society (01.11.2021)
Get full text
Journal Article
Precision Ephemerides for Gravitational-wave Searches -- IV: Corrected and refined ephemeris for Scorpius X-1
Killestein, T L, Mould, M, Steeghs, D, Casares, J, Galloway, D K, Whelan, J T
Published in arXiv.org (11.10.2023)
Published in arXiv.org (11.10.2023)
Get full text
Paper
Journal Article
Correction to: Precision Ephemerides for Gravitational-wave Searches – IV. Corrected and refined ephemeris for Scorpius X-1
Killestein, T L, Mould, M, Steeghs, D, Casares, J, Galloway, D K, Whelan, J T
Published in Monthly notices of the Royal Astronomical Society (01.01.2024)
Published in Monthly notices of the Royal Astronomical Society (01.01.2024)
Get full text
Journal Article
Searching for electromagnetic counterparts to gravitational-wave merger events with the prototype Gravitational-Wave Optical Transient Observer (GOTO-4)
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, Brown, M J I, Burhanudin, U, Chote, P, Chrimes, A A, Daw, E, Duffy, C, Eyles-Ferris, R A J, Heikkilä, T, Irawati, P, Kennedy, M R, Killestein, T, Levan, A J, Littlefair, S, Makrygianni, L, Marsh, T, Mata Sánchez, D, Mattila, S, Maund, J, McCormac, J, Mkrtichian, D, Mong, Y -L, Mullaney, J, Müller, B, Obradovic, A, Rol, E, Sawangwit, U, Stanway, E R, Starling, R L C, Strøm, P A, Tooke, S, West, R, Wiersema, K
Published in Monthly notices of the Royal Astronomical Society (01.09.2020)
Published in Monthly notices of the Royal Astronomical Society (01.09.2020)
Get full text
Journal Article
Self-Supervised Clustering on Image-Subtracted Data with Deep-Embedded Self-Organizing Map
Y -L Mong, Ackley, K, Killestein, T L, 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, Palle, E, Pollacco, D, Thrane, E, Awiphan, S, Burhanudin, U, Chote, P, Chrimes, A, Daw, E, Duffy, C, Eyles-Ferris, R, Gompertz, B P, Heikkila, T, Irawati, P, Kennedy, M, Levan, A, Littlefair, S, Makrygianni, L, Marsh, T, D Mata Sanchez, Mattila, S, Maund, J R, McCormac, J, Mkrtichian, D, Mullaney, J, Rol, E, Sawangwit, U, Stanway, E, Starling, R, Strom, P, Tooke, S, Wiersema, K
Published in arXiv.org (14.09.2022)
Published in arXiv.org (14.09.2022)
Get full text
Paper
Journal Article
The Gravitational-wave Optical Transient Observer (GOTO): prototype performance and prospects for transient science
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, Burhanudin, U, Chote, P, Chrimes, A, Daw, E, Duffy, C, Eyles-Ferris, R, Gompertz, B, Heikkilä, T, Irawati, P, Kennedy, M R, Killestein, T, Kuncarayakti, H, Levan, A J, Littlefair, S, Makrygianni, L, Marsh, T, Mata-Sanchez, D, Mattila, S, Maund, J, McCormac, J, Mkrtichian, D, Mullaney, J, Noysena, K, Patel, M, Rol, E, Sawangwit, U, Stanway, E R, Starling, R, Strøm, P, Tooke, S, West, R, White, D J, Wiersema, K
Published in Monthly notices of the Royal Astronomical Society (12.01.2022)
Published in Monthly notices of the Royal Astronomical Society (12.01.2022)
Get full text
Journal Article
Transient-optimised real-bogus classification with Bayesian Convolutional Neural Networks -- sifting the GOTO candidate stream
Killestein, T L, Lyman, J, Steeghs, D, Ackley, K, Dyer, M J, Ulaczyk, K, Cutter, R, Y -L Mong, 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, Awiphan, S, Burhanudin, U, Chote, P, Chrimes, A, Daw, E, Duffy, C, Eyles-Ferris, R, Gompertz, B, Heikkilä, T, Irawati, P, Kennedy, M R, Levan, A, Littlefair, S, Makrygianni, L, D Mata Sánchez, Mattila, S, Maund, J, McCormac, J, Mkrtichian, D, Mullaney, J, Rol, E, Sawangwit, U, Stanway, E, Starling, R, Strøm, P A, Tooke, S, Wiersema, K, Williams, S C
Published in arXiv.org (19.02.2021)
Published in arXiv.org (19.02.2021)
Get full text
Paper
Journal Article
Transient-optimized real-bogus classification with Bayesian convolutional neural networks – sifting the GOTO candidate stream
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, Awiphan, S, Burhanudin, U, Chote, P, Chrimes, A, Daw, E, Duffy, C, Eyles-Ferris, R, Gompertz, B, Heikkilä, T, Irawati, P, Kennedy, M R, Levan, A, Littlefair, S, Makrygianni, L, Mata Sánchez, D, Mattila, S, Maund, J, McCormac, J, Mkrtichian, D, Mullaney, J, Rol, E, Sawangwit, U, Stanway, E, Starling, R, Strøm, P A, Tooke, S, Wiersema, K, Williams, S C
Published in Monthly notices of the Royal Astronomical Society (01.06.2021)
Published in Monthly notices of the Royal Astronomical Society (01.06.2021)
Get full text
Journal Article
Kilonova Seekers: the GOTO project for real-time citizen science in time-domain astrophysics
Killestein, T L, Kelsey, L, Wickens, E, Nuttall, L, Lyman, J, Krawczyk, C, Ackley, K, Dyer, M J, Jiménez-Ibarra, F, Ulaczyk, K, O’Neill, D, Kumar, A, Steeghs, D, Galloway, D K, Dhillon, V S, O’Brien, P, Ramsay, G, Noysena, K, Kotak, R, Breton, R P, Pallé, E, Pollacco, D, Awiphan, S, Belkin, S, Chote, P, Clark, P, Coppejans, D, Duffy, C, Eyles-Ferris, R, Godson, B, Gompertz, B, Graur, O, Irawati, P, Jarvis, D, Julakanti, Y, Kennedy, M R, Kuncarayakti, H, Levan, A, Littlefair, S, Magee, M, Mandhai, S, Mata Sánchez, D, Mattila, S, McCormac, J, Mullaney, J, Munday, J, Patel, M, Pursiainen, M, Rana, J, Sawangwit, U, Stanway, E, Starling, R, Warwick, B, Wiersema, K
Published in Monthly notices of the Royal Astronomical Society (01.09.2024)
Published in Monthly notices of the Royal Astronomical Society (01.09.2024)
Get full text
Journal Article
Self-supervised clustering on image-subtracted data with deep-embedded self-organizing map
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, Thrane, E, Awiphan, S, Burhanudin, U, Chote, P, Chrimes, A, Daw, E, Duffy, C, Eyles-Ferris, R, Gompertz, B P, Heikkilä, T, Irawati, P, Kennedy, M, Levan, A, Littlefair, S, Makrygianni, L, Marsh, T, Sánchez, D Mata, Mattila, S, Maund, J R, McCormac, J, Mkrtichian, D, Mullaney, J, Rol, E, Sawangwit, U, Stanway, E, Starling, R, Strøm, P, Tooke, S, Wiersema, K
Published in Monthly notices of the Royal Astronomical Society (01.01.2023)
Published in Monthly notices of the Royal Astronomical Society (01.01.2023)
Get full text
Journal Article
The PDS 110 observing campaign – photometric and spectroscopic observations reveal eclipses are aperiodic
Osborn, H P, Kenworthy, M, Rodriguez, J E, de Mooij, E J W, Kennedy, G M, Relles, H, Gomez, E, Hippke, M, Banfi, M, Barbieri, L, Becker, I S, Benni, P, Berlind, P, Bieryla, A, Bonnoli, G, Boussier, H, Brincat, S M, Briol, J, Burleigh, M R, Butterley, T, Calkins, M L, Chote, P, Ciceri, S, Deldem, M, Dhillon, V S, Dose, E, Dubois, F, Dvorak, S, Esquerdo, G A, Evans, D F, Ferratfiat, S, Fossey, S J, Günther, M N, Hall, J, Hambsch, F-J, Herrero, E, Hills, K, James, R, Jayawardhana, R, Kafka, S, Killestein, T L, Kotnik, C, Latham, D W, Lemay, D, Lewin, P, Littlefair, S, Lopresti, C, Mallonn, M, Mancini, L, Marchini, A, McCormac, J J, Murawski, G, Myers, G, Papini, R, Popov, V, Quadri, U, Quinn, S N, Raynard, L, Rizzuti, L, Robertson, J, Salvaggio, F, Scholz, A, Sfair, R, Smith, A M S, Southworth, J, Tan, T G, Vanaverbeke, S, Waagen, E O, Watson, C A, West, R G, Winter, O C, Wheatley, P J, Wilson, R W, Zhou, G
Published in Monthly notices of the Royal Astronomical Society (2019)
Published in Monthly notices of the Royal Astronomical Society (2019)
Get full text
Journal Article
Processing GOTO data with the Rubin Observatory LSST Science Pipelines I: Production of coadded frames
Mullaney, J. R., Makrygianni, L., Dhillon, V., Littlefair, S., Ackley, K., Dyer, M., Lyman, J., Ulaczyk, K., Cutter, R., Mong, Y.-L., Steeghs, D., Galloway, D. K., O’Brien, P., Ramsay, G., Poshyachinda, S., Kotak, R., Nuttall, L., Pallé, E., Pollacco, D., Thrane, E., Aukkaravittayapun, S., Awiphan, S., Breton, R., Burhanudin, U., Chote, P., Chrimes, A., Daw, E., Duffy, C., Eyles-Ferris, R., Gompertz, B., Heikkilä, T., Irawati, P., Kennedy, M., Killestein, T., Levan, A., Marsh, T., Mata-Sanchez, D., Mattila, S., Maund, J., McCormac, J., Mkrtichian, D., Rol, E., Sawangwit, U., Stanway, E., Starling, R., Tooke, S., Wiersema, K.
Published in Publications of the Astronomical Society of Australia (18.01.2021)
Published in Publications of the Astronomical Society of Australia (18.01.2021)
Get full text
Journal Article
Processing GOTO survey data with the Rubin Observatory LSST Science Pipelines II: Forced Photometry and lightcurves
Makrygianni, L., Mullaney, J., Dhillon, V., Littlefair, S., Ackley, K., Dyer, M. J., Lyman, J., Ulaczyk, K., Cutter, R., Mong, Y.-L., Steeghs, D., Galloway, D. K., O’Brien, P., Ramsay, G., Poshyachinda, S., Kotak, R., Nuttall, L., Pallé, E., Pollacco, D., Thrane, E., Aukkaravittayapun, S., Awiphan, S., Breton, R. P., Burhanudin, U., Chote, P., Chrimes, A., Daw, E., Duffy, C., Eyles-Ferris, R., Gompertz, B., Heikkilä, T., Irawati, P., Kennedy, M., Killestein, T., Levan, A., Marsh, T., Mata-Sanchez, D., Mattila, S., Maund, J., McCormac, J., Mkrtichian, D., Rol, E., Sawangwit, U., Stanway, E., Starling, R., Strøm, P. A, Tooke, S., Wiersema, K.
Published in Publications of the Astronomical Society of Australia (2021)
Published in Publications of the Astronomical Society of Australia (2021)
Get full text
Journal Article
GRB 230911A: The First Discovery of a Fermi GRB Optical Counterpart with the Gravitational-wave Optical Transient Observer (GOTO)
Belkin, S., Gompertz, B. P., Kumar, A., Ackley, K., Galloway, D. K., Jiménez-Ibarra, F., Killestein, T. L., O’Neill, D., Wiersema, K., Malesani, D. B., Levan, A. J., Lyman, J., Dyer, M. J., Ulaczyk, K., Steeghs, D., Dhillon, V. S., O’Brien, P., Ramsay, G., Noysena, K., Kotak, R., Breton, R. P., Nuttall, L. K., Pallé, E., Pollacco, D., Awiphan, S., Burhanudin, U., Chote, P., Chrimes, A., Daw, E., Duffy, C., Eyles-Ferris, R., Godson, B., Heikkilä, T., Irawati, P., Kelsey, L., Kennedy, M. R., Littlefair, S., Makrygianni, L., Marsh, T., Mata Sánchez, D., Mattila, S., Maund, J., McCormac, J., Mkrtichian, D., Mullaney, J., Patel, M., Rana, J., Rol, E., Sawangwit, U., Stanway, E., Starling, R., Strøm, P. A., Warwick, B.
Published in Research notes of the AAS (04.01.2024)
Published in Research notes of the AAS (04.01.2024)
Get full text
Journal Article