Light-curve classification with recurrent neural networks for GOTO: dealing with imbalanced data

Burhanudin, U. F., Maund, J., 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. & 25 others, 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., 31/08/2021, In: Monthly Notices of the Royal Astronomical Society. 505, 3, p. 4345-4361 17 p.

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

Long-term follow-up observations of extreme coronal line emitting galaxies

Clark, P., Graur, O., Callow, J., Aguilar, J., Ahlen, S. P., Anderson, J., Berger, E., Müller-Bravo, T. E., Brink, T. G., Brooks, D., Chen, T.-W., Claybaugh, T., Pettersson, A. D. L. M., Doel, P., Filippenko, A., Forero-Romero, J., Gomez, S., Gromadzki, M., Honscheid, K. & Inserra, C. & 23 others, Kisner, T., Landriau, M., Makrygianni, L., Manera, M., Meisner, A., Miquel, R., Moustakas, J., Nicholl, M., Nie, J., Onori, F., Palmese, A., Poppett, C., Reynolds, T., Rezaie, M., Rossi, G., Sanchez, E., Schubnell, M., Tarlé, G., Weaver, B. A., Wevers, T., Young, D., Zheng, W. & Zhou, Z., 31/03/2024, In: Monthly Notices of the Royal Astronomical Society. 528, 4, p. 7076-7102 27 p.

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

Needle in a Haystack: Finding Supermassive Black Hole-related Flares in the Zwicky Transient Facility Public Survey

Dgany, Y., Arcavi, I., Makrygianni, L., Pellegrino, C. & Howell, D. A., 1/11/2023, In: The Astrophysical Journal. 957, 1, 57.

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

Light-curve Structure and Hα Line Formation in the Tidal Disruption Event AT 2019azh

Faris, S., Arcavi, I., Makrygianni, L., Hiramatsu, D., Terreran, G., Farah, J., Howell, D. A., McCully, C., Newsome, M., Gonzalez, E. P., Pellegrino, C., Bostroem, K. A., Abojanb, W., Lam, M. C., Tomasella, L., Brink, T. G., Filippenko, A. V., French, K. D., Clark, P. & Graur, O. & 17 others, Leloudas, G., Gromadzki, M., Anderson, J. P., Nicholl, M., Gutiérrez, C. P., Kankare, E., Inserra, C., Galbany, L., Reynolds, T., Mattila, S., Heikkilä, T., Wang, Y., Onori, F., Wevers, T., Coughlin, E. R., Charalampopoulos, P. & Johansson, J., 10/07/2024, In: The Astrophysical Journal. 969, 2, 104.

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

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.

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AT 2021loi: A Bowen Fluorescence Flare with a Rebrightening Episode Occurring in a Previously Known AGN

Makrygianni, L., Trakhtenbrot, B., Arcavi, I., Ricci, C., Lam, M. C., Horesh, A., Sfaradi, I., Bostroem, K. A., Hosseinzadeh, G., Howell, D. A., Pellegrino, C., Fender, R., Green, D. A., Williams, D. R. A. & Bright, J., 1/08/2023, In: The Astrophysical Journal. 953, 1, 32.

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

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. & 28 others, 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., 31/12/2021, In: Publications of the Astronomical Society of Australia. 38, 11 p., e025.

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

Searching for <i>Fermi</i> GRB optical counterparts with the prototype Gravitational-wave Optical Transient Observer (GOTO)

Mong, Y.-L., Ackley, K., Galloway, D. K., Dyer, M. J., 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. P., Nuttall, L., Pallé, E., Pollacco, D., Thrane, E. & Awiphan, S. & 28 others, Burhanudin, U., Chote, P., Chrimes, A., Daw, E., Duffy, C., Eyles-Ferris, R., Gompertz, B., Heikkilä, T., Irawati, P., Kennedy, M. R., 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., 30/11/2021, In: Monthly Notices of the Royal Astronomical Society. 507, 4, p. 5463-5476 14 p.

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Processing GOTO data with the Rubin Observatory LSST Science Pipelines I: Production of coadded frames

Mullaney, J., 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. & 27 others, 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., 31/12/2021, In: Publications of the Astronomical Society of Australia. 38, e004.

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

The case of AT2022wtn: a tidal disruption event in an interacting galaxy

Onori, F., Nicholl, M., Ramsden, P., McGee, S., Roy, R., Li, W., Arcavi, I., Anderson, J. P., Brocato, E., Bronikowski, M., Cenko, S. B., Chambers, K., Chen, T. W., Clark, P., Concepcion, E., Farah, J., Flammini, D., González-Gaitán, S., Gromadzki, M. & Gutiérrez, C. P. & 18 others, Hammerstein, E., Hinds, K. R., Inserra, C., Kankare, E., Kumar, A., Makrygianni, L., Mattila, S., Matilainen, K. K., Müller-Bravo, T. E., Petrushevska, T., Pignata, G., Piranomonte, S., Reynolds, T. M., Stein, R., Wang, Y., Wevers, T., Yao, Y. & Young, D. R., 30/06/2025, In: Monthly Notices of the Royal Astronomical Society. 540, 1, p. 498-520 23 p.

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

Do AGN triggering mechanisms vary with radio power? – II. The importance of mergers as a function of radio power and optical luminosity

Pierce, J., Tadhunter, C. N., Gordon, Y., Almeida, C. R., Ellison, S., O'Dea, C., Grimmett, L., Makrygianni, L., Bessiere, P. S. & Doña Girón, P., 28/02/2022, In: Monthly Notices of the Royal Astronomical Society. 510, 1, p. 1163-1183 21 p.

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