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

Killestein, T., 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. & 28 others, 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., 30/06/2021, In: Monthly Notices of the Royal Astronomical Society. 503, 4, p. 4838-4854 17 p.

Research output: Contribution to Journal/Magazine › Journal article › peer-review

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. & 28 others, 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., 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. P., Kennedy, M. R., Mata Sánchez, D. & Rol, E., 31/12/2020, In: Monthly Notices of the Royal Astronomical Society. 499, 4, p. 6009-6017 9 p.

Research output: Contribution to Journal/Magazine › Journal article › peer-review