Transient-optimized real-bogus classification with Bayesian convolutional neural networks - sifting the GOTO candidate stream

Autor: P. T. O'Brien, David Mkrtichian, Kendall Ackley, U. Burhanudin, T. Heikkilä, R. Cutter, Andrew J. Levan, Paul Chote, Benjamin P. Gompertz, Justyn R. Maund, Supachai Awiphan, Y. L. Mong, Klaas Wiersema, E. J. Daw, James McCormac, G. Ramsay, Krzysztof Ulaczyk, S. Tooke, Enric Palle, D. Mata Sánchez, R. Eyles-Ferris, Christopher J. Duffy, T. Killestein, Saran Poshyachinda, Eric Thrane, Seppo Mattila, James Mullaney, S. Williams, E. Rol, Puji Irawati, S. Aukkaravittayapun, L. K. Nuttall, Don Pollacco, Rubina Kotak, Danny Steeghs, Rene P. Breton, Utane Sawangwit, R. L. C. Starling, A. Chrimes, J. D. Lyman, L. Makrygianni, Elizabeth R. Stanway, Mark Kennedy, S. P. Littlefair, P. A. Strøm, Duncan K. Galloway, Martin J. Dyer, V. S. Dhillon

Publikováno v: Monthly Notices of the Royal Astronomical Society, 503, 4, pp. 4838-4854
Monthly Notices of the Royal Astronomical Society
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, Sánchez, D M, 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 2021, ' Transient-optimised real-bogus classification with Bayesian convolutional neural networks-sifting the GOTO candidate stream ', Monthly Notices of the Royal Astronomical Society, vol. 503, no. 4, pp. 4838-4854 . https://doi.org/10.1093/mnras/stab633
arXiv
Monthly Notices of the Royal Astronomical Society, 503, 4838-4854

Large-scale sky surveys have played a transformative role in our understanding of astrophysical transients, only made possible by increasingly powerful machine learning-based filtering to accurately sift through the vast quantities of incoming data g

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a0bd177f246576e6986c3400444ed690
https://hdl.handle.net/2066/233854

The Gravitational-wave Optical Transient Observer (GOTO): prototype performance and prospects for transient science

Autor: D Steeghs, D K Galloway, K Ackley, M J Dyer, J Lyman, K Ulaczyk, R Cutter, Y-L Mong, V Dhillon, P O’Brien, G Ramsay, S Poshyachinda, R Kotak, L K Nuttall, E Pallé, R P Breton, D Pollacco, E Thrane, S Aukkaravittayapun, S Awiphan, U Burhanudin, P Chote, A Chrimes, E Daw, C Duffy, R Eyles-Ferris, B Gompertz, T Heikkilä, P Irawati, M R Kennedy, T Killestein, H Kuncarayakti, A J Levan, S Littlefair, L Makrygianni, T Marsh, D Mata-Sanchez, S Mattila, J Maund, J McCormac, D Mkrtichian, J Mullaney, K Noysena, M Patel, E Rol, U Sawangwit, E R Stanway, R Starling, P Strøm, S Tooke, R West, D J White, K Wiersema

Publikováno v: Monthly Notices of the Royal Astronomical Society, 511, 2, pp. 2405-2422
Monthly Notices of the Royal Astronomical Society, 511, 2405-2422

The Gravitational-wave Optical Transient Observer (GOTO) is an array of wide-field optical telescopes, designed to exploit new discoveries from the next generation of gravitational wave detectors (LIGO, Virgo, KAGRA), study rapidly evolving transient

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::23a8922e993e393105e21cfdf38ccd63
http://arxiv.org/abs/2110.05539

Observational constraints on the optical and near-infrared emission from the neutron star-black hole binary merger S190814bv

Autor: F. D'Ammando, Mattia Bulla, A. Fiore, P. T. O'Brien, Patricia Schady, T. Heikkilä, Matt Nicholl, Giorgos Leloudas, K. C. Chambers, Luciano Nicastro, Riccardo Ciolfi, Michela Mapelli, Armin Rest, R. Cutter, Tassilo Schweyer, J. Gillanders, G. De Cesare, Lorenzo Amati, L. Nuttal, Lána Salmon, Nancy Elias-Rosa, O. McBrien, A. Grado, David Alexander Kann, Ruben Salvaterra, P. D'Avanzo, M. T. Botticella, Johan P. U. Fynbo, M. G. Bernardini, Francesco Longo, Danny Steeghs, S. X. Yi, Peter G. Jonker, Eliana Palazzi, Y. D. Hu, Zhi-Ping Jin, Seppo Mattila, A. Gomboc, G. Ghirlanda, Alexis Coleiro, Sylvain Chaty, S. Yang, Elizabeth R. Stanway, D. R. Young, Rubina Kotak, Luca Izzo, Franz E. Bauer, Massimo Turatto, Christa Gall, A. Melandri, Eric Thrane, S. R. Oates, Francesca Onori, S. Srivastav, M. Branchesi, Michael S. Smith, Christopher W. Stubbs, Vincenzo Testa, Anders Jerkstrand, J. Japelj, Carlos González-Fernández, Elena Pian, Lluís Galbany, Luca Sbordone, Enrico Cappellaro, A. Possenti, Paul J. Groot, S. Rosetti, L. Denneau, Mark Kennedy, Jesper Sollerman, Klaas Wiersema, Chris M. Copperwheat, Cosimo Inserra, Kasper E. Heintz, E. C. Kool, M. de Pasquale, G. Greco, Krzysztof Ulaczyk, Daniel A. Perley, Om Sharan Salafia, Eugene A. Magnier, T. M. Reynolds, Andrew J. Levan, A. J. van der Horst, G. Stratta, B. Milvang-Jensen, Erkki Kankare, Darach Watson, B. Patricelli, N. B. Sabha, T. W. Chen, Kendall Ackley, Maria Letizia Pumo, Nial R. Tanvir, P. A. Evans, Michał J. Michałowski, S. Klose, R. L. C. Starling, A. J. Castro-Tirado, Sandra Savaglio, J. Quirola-Vásquez, Martin J. Dyer, Pietro Schipani, K. W. Smith, Lukasz Wyrzykowski, M. Della Valle, G. Pignata, S. D. Vergani, Jens Hjorth, A. S. B. Schultz, Mariusz Gromadzki, Saran Poshyachinda, Santiago González-Gaitán, Eugenio Maiorano, D. K. Galloway, Cesare Barbieri, V. D'Elia, Andrea Rossi, G. Ramsay, Seung-Lee Kim, Kornpob Bhirombhakdi, V. S. Dhillon, Enzo Brocato, Ilya Mandel, S. Benetti, J. D. Lyman, Sergio Campana, Fedor Getman, A. Sagués Carracedo, Kate Maguire, Arne Rau, A. S. Fruchter, John L. Tonry, B. P. Gompertz, Hanindyo Kuncarayakti, Kaj Wiik, Morgan Fraser, N. A. Walton, Stephan Rosswog, M. A.P. Torres, Claudia P. Gutiérrez, F. Ragosta, S. Piranomonte, A. Nicuesa Guelbenzu, S. H. Bruun, T. B. Lowe, M. E. Huber, S. J. Smartt, Gavin P. Lamb, S. Moran, Albino Perego, R. Eyles-Ferris, Stefano Covino

Publikováno v: Astronomy and Astrophysics-A&A
Astronomy and Astrophysics-A&A, 2020, 643, pp.A113. ⟨10.1051/0004-6361/202037669⟩
Ackley, K, Amati, L, Barbieri, C, Bauer, F E, Benetti, S, Bernardini, M G, Bhirombhakdi, K, Botticella, M T, Branchesi, M, Brocato, E, Bruun, S H, Bulla, M, Campana, S, Cappellaro, E, Castro-Tirado, A J, Chambers, K C, Chaty, S, Chen, T-W, Ciolfi, R, Coleiro, A, Copperwheat, C M, Covino, S, Cutter, R, D’Ammando, F, D’Avanzo, P, De Cesare, G, D’Elia, V, Della Valle, M, Denneau, L, De Pasquale, M, Dhillon, V S, Dyer, M J, Elias-Rosa, N, Evans, P A, Eyles-Ferris, R A J, Fiore, A, Fraser, M, Fruchter, A S, Fynbo, J P U, Galbany, L, Gall, C, Galloway, D K, Getman, F I, Ghirlanda, G, Gillanders, J H, Gomboc, A, Gompertz, B P, González-Fernández, C, González-Gaitán, S, Grado, A, Greco, G, Gromadzki, M, Groot, P J, Gutiérrez, C P, Heikkilä, T, Heintz, K E, Hjorth, J, Hu, Y-D, Huber, M E, Inserra, C, Izzo, L, Japelj, J, Jerkstrand, A, Jin, Z P, Jonker, P G, Kankare, E, Kann, D A, Kennedy, M, Kim, S, Klose, S, Kool, E C, Kotak, R, Kuncarayakti, H, Lamb, G P, Leloudas, G, Levan, A J, Longo, F, Lowe, T B, Lyman, J D, Magnier, E, Maguire, K, Maiorano, E, Mandel, I, Mapelli, M, Mattila, S, McBrien, O R, Melandri, A, Michałowski, M J, Milvang-Jensen, B, Moran, S, Nicastro, L, Nicholl, M, Nicuesa Guelbenzu, A, Nuttal, L, Oates, S R, O’Brien, P T, Onori, F, Palazzi, E, Patricelli, B, Perego, A, Torres, M A P, Perley, D A, Pian, E, Pignata, G, Piranomonte, S, Poshyachinda, S, Possenti, A, Pumo, M L, Quirola-Vásquez, J, Ragosta, F, Ramsay, G, Rau, A, Rest, A, Reynolds, T M, Rosetti, S S, Rossi, A, Rosswog, S, Sabha, N B, Sagués Carracedo, A, Salafia, O S, Salmon, L, Salvaterra, R, Savaglio, S, Sbordone, L, Schady, P, Schipani, P, Schultz, A S B, Schweyer, T, Smartt, S J, Smith, K W, Smith, M, Sollerman, J, Srivastav, S, Stanway, E R, Starling, R L C, Steeghs, D, Stratta, G, Stubbs, C W, Tanvir, N R, Testa, V, Thrane, E, Tonry, J L, Turatto, M, Ulaczyk, K, van der Horst, A J, Vergani, S D, Walton, N A, Watson, D, Wiersema, K, Wiik, K, Wyrzykowski, Ł, Yang, S, Yi, S-X & Young, D R 2020, ' Observational constraints on the optical and near-infrared emission from the neutron star–black hole binary merger candidate S190814bv⋆ ', Astronomy and Astrophysics, vol. 643, A113 . https://doi.org/10.1051/0004-6361/202037669
Ackley, K, Amati, L, Barbieri, C, Bauer, F E, Benetti, S, Bernardini, M G, Bhirombhakdi, K, Botticella, M T, Branchesi, M, Brocato, E, Bruun, S H, Bulla, M, Campana, S, Cappellaro, E, Castro-Tirado, A J, Chambers, K C, Chaty, S, Chen, T W, Ciolfi, R, Coleiro, A, Copperwheat, C M, Covino, S, Cutter, R, D'Ammando, F, D'Avanzo, P, De Cesare, G, D'Elia, V, Della Valle, M, Denneau, L, De Pasquale, M, Dhillon, V S, Dyer, M J, Elias-Rosa, N, Evans, P A, Eyles-Ferris, R A J, Fiore, A, Fraser, M, Fruchter, A S, Fynbo, J P U, Galbany, L, Gall, C, Galloway, D K, Getman, F I, Ghirlanda, G, Gillanders, J H, Gomboc, A, Gompertz, B P, González-Fernández, C, González-Gaitán, S, Grado, A, Greco, G, Gromadzki, M, Groot, P J, Gutiérrez, C P, Heikkilä, T, Heintz, K E, Hjorth, J, Hu, Y D, Huber, M E, Inserra, C, Izzo, L, Japelj, J, Jerkstrand, A, Jin, Z P, Jonker, P G, Kankare, E, Kann, D A, Kennedy, M, Kim, S, Klose, S, Kool, E C, Kotak, R, Kuncarayakti, H, Lamb, G P, Leloudas, G, Levan, A J, Longo, F, Lowe, T B, Lyman, J D, Magnier, E, Maguire, K, Maiorano, E, Mandel, I, Mapelli, M, Mattila, S, McBrien, O R, Melandri, A, Michałowski, M J, Milvang-Jensen, B, Moran, S, Nicastro, L, Nicholl, M, Nicuesa Guelbenzu, A, Nuttal, L, Oates, S R, O'Brien, P T, Onori, F, Palazzi, E, Patricelli, B, Perego, A, Torres, M A P, Perley, D A, Pian, E, Pignata, G, Piranomonte, S, Poshyachinda, S, Possenti, A, Pumo, M L, Quirola-Vásquez, J, Ragosta, F, Ramsay, G, Rau, A, Rest, A, Reynolds, T M, Rosetti, S S, Rossi, A, Rosswog, S, Sabha, N B, Sagués Carracedo, A, Salafia, O S, Salmon, L, Salvaterra, R, Savaglio, S, Sbordone, L, Schady, P, Schipani, P, Schultz, A S B, Schweyer, T, Smartt, S J, Smith, K W, Smith, M, Sollerman, J, Srivastav, S, Stanway, E R, Starling, R L C, Steeghs, D, Stratta, G, Stubbs, C W, Tanvir, N R, Testa, V, Thrane, E, Tonry, J L, Turatto, M, Ulaczyk, K, Van Der Horst, A J, Vergani, S D, Walton, N A, Watson, D, Wiersema, K, Wiik, K, Wyrzykowski, L, Yang, S, Yi, S X & Young, D R 2020, ' Observational constraints on the optical and near-infrared emission from the neutron star-black hole binary merger candidate S190814bv ', Astronomy and Astrophysics, vol. 643, A113 . https://doi.org/10.1051/0004-6361/202037669
Astronomy & Astrophysics
Astronomy and Astrophysics-A&A, EDP Sciences, 2020, 643, pp.A113. ⟨10.1051/0004-6361/202037669⟩
Ackley, K, Amati, L, Barbieri, C, Bauer, F E, Benetti, S, Bernardini, M G, Bhirombhakdi, K, Botticella, M T, Branchesi, M, Brocato, E, Bruun, S H, Bulla, M, Campana, S, Cappellaro, E, Castro-Tirado, A J, Chambers, K C, Chaty, S, Chen, T-W, Ciolfi, R, Coleiro, A, Copperwheat, C M, Covino, S, Cutter, R, D'Ammando, F, D'Avanzo, P, De Cesare, G, D'Elia, V, Della Valle, M, Denneau, L, De Pasquale, M, Dhillon, V S, Dyer, M J, Elias-Rosa, N, Evans, P A, Eyles-Ferris, R A J, Fiore, A, Fraser, M, Fruchter, A S, Fynbo, J P U, Galbany, L, Gall, C, Galloway, D K, Getman, F, Ghirlanda, G, Gillanders, J H, Gomboc, A, Gompertz, B P, Gonzalez-Fernandez, C, Gonzalez-Gaitan, S, Grado, A, Greco, G, Gromadzki, M, Groot, P J, Gutierrez, C P, Heikkila, T, Heintz, K E, Hjorth, J, Hu, Y-D, Huber, M E, Inserra, C, Izzo, L, Japelj, J, Jerkstrand, A, Jin, Z P, Jonker, P G, Kankare, E, Kann, D A, Kennedy, M, Kim, S, Klose, S, Kool, E C, Kotak, R, Kuncarayakti, H, Lamb, G P, Leloudas, G, Levan, A J, Longo, F, Lowe, T B, Lyman, J D, Magnier, E, Maguire, K, Maiorano, E, Mandel, I, Mapelli, M, Mattila, S, McBrien, O R, Melandri, A, Michalowski, M J, Milvang-Jensen, B, Moran, S, Nicastro, L, Nicholl, M, Guelbenzu, A N, Nuttal, L, Oates, S R, O'Brien, P T, Onori, F, Palazzi, E, Patricelli, B, Perego, A, Torres, M A P, Perley, D A, Pian, E, Pignata, G, Piranomonte, S, Poshyachinda, S, Possenti, A, Pumo, M L, Quirola-Vasquez, J, Ragosta, F, Ramsay, G, Rau, A, Rest, A, Reynolds, T M, Rosetti, S S, Rossi, A, Rosswog, S, Sabha, N B, Carracedo, A S, Salafia, O S, Salmon, L, Salvaterra, R, Savaglio, S, Sbordone, L, Schady, P, Schipani, P, Schultz, A S B, Schweyer, T, Smartt, S J, Smith, K W, Smith, M, Sollerman, J, Srivastav, S, Stanway, E R, Starling, R L C, Steeghs, D, Stratta, G, Stubbs, C W, Tanvir, N R, Testa, G, Thrane, E, Tonry, J L, Turatto, M, Ulaczyk, K, van der Horst, A J, Vergani, S D, Walton, N A, Watson, D, Wiersema, K, Wiik, K, Wyrzykowski, L, Yang, S, Yi, S-X & Young, D R 2020, ' Observational constraints on the optical and near-infrared emission from the neutron star-black hole binary merger candidate S190814bv ', Astronomy & Astrophysics, vol. 643, A113 . https://doi.org/10.1051/0004-6361/202037669
2020, ' Observational constraints on the optical and near-infrared emission from the neutron star-black hole binary merger S190814bv ', A&A, vol. 643, A113 . https://doi.org/10.1051/0004-6361/202037669
Astronomy & Astrophysics, 643, pp. 1-48
Astronomy & Astrophysics, 643, 1-48
Digital.CSIC. Repositorio Institucional del CSIC
instname
Astronomy & Astrophysics, 643:A113. EDP Sciences

Open Access article, published by EDP Sciences, under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the orig

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7ef3b34168ccccb1dadc01822730d89e
https://hal.science/hal-02904245/document

The Pharmacological Background

Autor: J. A. Salmon, R. M. Ferris, B. J. R. Whittle

Publikováno v: Early Phase Drug Evaluation in Man ISBN: 9781349107070

The pharmacological studies that must be conducted on a new chemical entity (NCE) to support the application for an CTX/IND or an MAA/NDA are not defined precisely by the regulatory authorities. Although most readers are probably familiar with the ab

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0b7a478efda3106a864c079b439937fe
https://doi.org/10.1201/9780367812454-3

Searching for electromagnetic counterparts to gravitational-wave merger events with the prototype Gravitational-Wave Optical Transient Observer (GOTO-4)

Autor: Justyn R. Maund, R. Eyles-Ferris, U. Burhanudin, G. Ramsay, Puji Irawati, Enric Palle, Benjamin P. Gompertz, A. Obradovic, Utane Sawangwit, T. Heikkilä, T. Killestein, Richard G. West, James McCormac, Seppo Mattila, James Mullaney, Saran Poshyachinda, Rubina Kotak, Kendall Ackley, Michael J. I. Brown, Bernhard Müller, A. Chrimes, Klaas Wiersema, L. K. Nuttall, Elizabeth R. Stanway, Christopher J. Duffy, E. Thrane, T. R. Marsh, Rene P. Breton, V. S. Dhillon, Supachai Awiphan, S. Tooke, P. T. O'Brien, E. J. Daw, J. D. Lyman, P. A. Strøm, K. Ulaczyk, Duncan K. Galloway, Martin Dyer, Andrew J. Levan, D. Mata Sánchez, Mark Kennedy, Don Pollacco, R. L. C. Starling, Y. L. Mong, E. Rol, D. Steeghs, Paul Chote, R. Cutter, S. Aukkaravittayapun, David Mkrtichian, S. P. Littlefair, L. Makrygianni

Publikováno v: Monthly Notices of the Royal Astronomical Society, 497, 1, pp. 726-738
Monthly Notices of the Royal Astronomical Society
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, 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, Sánchez, D M, 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, Tooke, S, West, R & Wiersema, K 2020, ' Searching for electromagnetic counterparts to gravitational-wave merger events with the prototype Gravitational-wave Optical Transient Observer (GOTO-4) ', Monthly Notices of the Royal Astronomical Society, vol. 497, no. 1, pp. 726-738 . https://doi.org/10.1093/mnras/staa1845
Monthly Notices of the Royal Astronomical Society, 497, 726-738

We report the results of optical follow-up observations of 29 gravitational-wave triggers during the first half of the LIGO-Virgo Collaboration (LVC) O3 run with the Gravitational-wave Optical Transient Observer (GOTO) in its prototype 4-telescope co

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::296c5a8bd785ef0eda8781f77a618c88
https://hdl.handle.net/https://repository.ubn.ru.nl/handle/2066/221952