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Michelle Lochner

university of the western cape

17H-index
77Paper Count
1.2KCitation Count
Published Papers 30
Publication Date
Discovering Cataclysmic Variables from the Rubin Observatory LSST
err2025-10-22
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errD. A. H. Buckley; Y. Tampo; P. Szkody; M. Motsoaledi; S. Scaringi; M. Lochner; N. Rawat; J. P. Marais; B. van Soelen; S. Macfarlane; A. van Dyk
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Finding radio transients with anomaly detection and active learning based on volunteer classifications
err2025-02-25
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errAndersson, Alex; Lintott, Chris; Fender, Rob; Lochner, Michelle; Woudt, Patrick; van den Eijnden, Jakob; van der Horst, Alexander; Horesh, Assaf; Saikia, Payaswini; Sivakoff, Gregory R.; Tremou, Lilia; Vaccari, Mattia
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TEGLIE: Transformer encoders as strong gravitational lens finders in KiDS From simulations to surveys
err2024-08-02
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errGrespan, M.; Thuruthipilly, H.; Pollo, A.; Lochner, M.; Biesiada, M.; Etsebeth, V.
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Euclid preparation XXXIII. Characterization of convolutional neural networks for the identification of galaxy-galaxy strong-lensing events
err2024-01-16
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errLeuzzi, L.; Meneghetti, M.; Angora, G.; Metcalf, R. B.; Moscardini, L.; Rosati, P.; Bergamini, P.; Calura, F.; Clement, B.; Gavazzi, R.; Gentile, F.; Lochner, M.; Grillo, C.; Vernardos, G.; Aghanim, N.; Amara, A.; Amendola, L.; Auricchio, N.; Bodendorf, C.; Bonino, D.; Branchini, E.; Brescia, M.; Brinchmann, J.; Camera, S.; Capobianco, V.; Carbone, C.; Carretero, J.; Castellano, M.; Cavuoti, S.; Cimatti, A.; Cledassou, R.; Congedo, G.; Conselice, C. J.; Conversi, L.; Copin, Y.; Corcione, L.; Courbin, F.; Cropper, M.; Da Silva, A.; Degaudenzi, H.; Dinis, J.; Dubath, F.; Dupac, X.; Dusini, S.; Farrens, S.; Ferriol, S.; Frailis, M.; Franceschi, E.; Fumana, M.; Galeotta, S.; Gillis, B.; Giocoli, C.; Grazian, A.; Grupp, F.; Guzzo, L.; Haugan, S. V. H.; Holmes, W.; Hormuth, F.; Hornstrup, A.; Hudelot, P.; Jahnke, K.; Kuemmel, M.; Kermiche, S.; Kiessling, A.; Kitching, T.; Kunz, M.; Kurki-Suonio, H.; Lilje, P. B.; Lloro, I.; Maiorano, E.; Mansutti, O.; Marggraf, O.; Markovic, K.; Marulli, F.; Massey, R.; Medinaceli, E.; Mei, S.; Melchior, M.; Mellier, Y.; Merlin, E.; Meylan, G.; Moresco, M.; Munari, E.; Niemi, S. -M.; Nightingale, J. W.; Nutma, T.; Padilla, C.; Paltani, S.; Pasian, F.; Pedersen, K.; Pettorino, V.; Pires, S.; Polenta, G.; Poncet, M.; Raison, F.; Renzi, A.; Rhodes, J.; Riccio, G.; Romelli, E.; Roncarelli, M.; Rossetti, E.; Saglia, R.; Sapone, D.; Sartoris, B.; Schneider, P.; Secroun, A.; Seidel, G.; Serrano, S.; Sirignano, C.; Sirri, G.; Stanco, L.; Tallada-Crespi, P.; Taylor, A. N.; Tereno, I.; Toledo-Moreo, R.; Torradeflot, F.; Tutusaus, I.; Valenziano, L.; Vassallo, T.; Wang, Y.; Weller, J.; Zamorani, G.; Zoubian, J.; Andreon, S.; Bardelli, S.; Boucaud, A.; Bozzo, E.; Colodro-Conde, C.; Di Ferdinando, D.; Farina, M.; Farinelli, R.; Gracia-Carpio, J.; Keihaenen, E.; Lindholm, V.; Maino, D.; Mauri, N.; Neissner, C.; Schirmer, M.; Scottez, V.; Tenti, M.; Tramacere, A.; Veropalumbo, A.; Zucca, E.; Akrami, Y.; Allevato, V.; Baccigalupi, C.; Ballardini, M.; Bernardeau, F.; Biviano, A.; Borgani, S.; Borlaff, A. S.; Bretonniere, H.; Burigana, C.; Cabanac, R.; Cappi, A.; Carvalho, C. S.; Casas, S.; Castignani, G.; Castro, T.; Chambers, K. C.; Cooray, A. R.; Coupon, J.; Courtois, H. M.; Davini, S.; de la Torre, S.; De Lucia, G.; Desprez, G.; Di Domizio, S.; Dole, H.; Escartin Vigo, J. A.; Escoffier, S.; Ferrero, I.; Gabarra, L.; Ganga, K.; Garcia-Bellido, J.; Gaztanaga, E.; George, K.; Gozaliasl, G.; Hildebrandt, H.; Hook, I.; Huertas-Company, M.; Joachimi, B.; Kajava, J. J. E.; Kansal, V.; Kirkpatrick, C. C.; Legrand, L.; Loureiro, A.; Magliocchetti, M.; Mainetti, G.; Maoli, R.; Martinelli, M.; Martinet, N.; Martins, C. J. A. P.; Matthew, S.; Maurin, L.; Monaco, P.; Morgante, G.; Nadathur, S.; Nucita, A. A.; Patrizii, L.; Popa, V.; Porciani, C.; Potter, D.; Pontinen, M.; Reimberg, P.; Sanchez, A. G.; Sakr, Z.; Schneider, A.; Sereno, M.; Simon, P.; Spurio Mancini, A.; Stadel, J.; Steinwagner, J.; Teyssier, R.; Valiviita, J.; Viel, M.; Zinchenko, I. A.; Dominguez Sanchez, H.
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Results of the Photometric LSST Astronomical Time-series Classification Challenge (PLAsTiCC)
err2023-07-21
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errHlozek, R.; Malz, A. I.; Ponder, K. A.; Dai, M.; Narayan, G.; Ishida, E. E. O.; Allam Jr, T.; Bahmanyar, A.; Bi, X.; Biswas, R.; Boone, K.; Chen, S.; Du, N.; Erdem, A.; Galbany, L.; Garreta, A.; Jha, S. W.; Jones, D. O.; Kessler, R.; Lin, M.; Liu, J.; Lochner, M.; Mahabal, A. A.; Mandel, K. S.; Margolis, P.; Martinez-Galarza, J. R.; McEwen, J. D.; Muthukrishna, D.; Nakatsuka, Y.; Noumi, T.; Oya, T.; Peiris, H. V.; Peters, C. M.; Puget, J. F.; Setzer, C. N.; Siddhartha, S.; Stefanov, S.; Xie, T.; Yan, L.; Yeh, K. -h.; Zuo, W.
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Impact of Rubin Observatory Cadence Choices on Supernovae Photometric Classification
err2023-03-23
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errAlves, Catarina V.; Peiris, Hiranya; Lochner, Michelle D.; McEwen, Jason; Kessler, Richard
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Designing an Optimal LSST Deep Drilling Program for Cosmology with Type Ia Supernovae
err2023-01-11
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errGris, Philippe; Regnault, Nicolas; Awan, Humna; Hook, Isobel; Jha, Saurabh W. W.; Lochner, Michelle; Sanchez, Bruno; Scolnic, Dan; Sullivan, Mark; Yoachim, Peter
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Real-time detection of anomalies in large-scale transient surveys
err2022-09-19
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errMuthukrishna, Daniel; Mandel, Kaisey S.; Lochner, Michelle; Webb, Sara; Narayan, Gautham
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Looking at the Distant Universe with the MeerKAT Array: Discovery of a Luminous OH Megamaser at z > 0.5
err2022-05-19
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errGlowacki, Marcin; Collier, Jordan D.; Kazemi-Moridani, Amir; Frank, Bradley; Roberts, Hayley; Darling, Jeremy; Kloeckner, Hans-Rainer; Adams, Nathan; Baker, Andrew J.; Bershady, Matthew; Blecher, Tariq; Blyth, Sarah-Louise; Bowler, Rebecca; Catinella, Barbara; Chemin, Laurent; Crawford, Steven M.; Cress, Catherine; Dave, Romeel; Deane, Roger; de Blok, Erwin; Delhaize, Jacinta; Duncan, Kenneth; Elson, Ed; February, Sean; Gawiser, Eric; Hatfield, Peter; Healy, Julia; Henning, Patricia; Hess, Kelley M.; Heywood, Ian; Holwerda, Benne W.; Hoosain, Munira; Hughes, John P.; Hutchens, Zackary L.; Jarvis, Matt; Kannappan, Sheila; Katz, Neal; Keres, Dusan; Korsaga, Marie; Kraan-Korteweg, Renee C.; Lah, Philip; Lochner, Michelle; Maddox, Natasha; Makhathini, Sphesihle; Meurer, Gerhardt R.; Meyer, Martin; Obreschkow, Danail; Oh, Se-Heon; Oosterloo, Tom; Oppor, Joshua; Pan, Hengxing; Pisano, D. J.; Randriamiarinarivo, Nandrianina; Ravindranath, Swara; Schroeder, Anja C.; Skelton, Rosalind; Smirnov, Oleg; Smith, Mathew; Somerville, Rachel S.; Srianand, Raghunathan; Staveley-Smith, Lister; Tanaka, Masayuki; Vaccari, Mattia; van Driel, Wim; Verheijen, Marc; Walter, Fabian; Wu, John F.; Zwaan, Martin A.
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The Impact of Observing Strategy on Cosmological Constraints with LSST
err2022-04-06
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errLochner, Michelle; Scolnic, Dan; Almoubayyed, Husni; Anguita, Timo; Awan, Humna; Gawiser, Eric; Gontcho, Satya Gontcho; Graham, Melissa L.; Gris, Philippe; Huber, Simon; Jha, Saurabh W.; Lynne Jones, R.; Kim, Alex G.; Mandelbaum, Rachel; Marshall, Phil; Petrushevska, Tanja; Regnault, Nicolas; Setzer, Christian N.; Suyu, Sherry H.; Yoachim, Peter; Biswas, Rahul; Blaineau, Tristan; Hook, Isobel; Moniez, Marc; Neilsen, Eric; Peiris, Hiranya; Rothchild, Daniel; Stubbs, Christopher
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Practical galaxy morphology tools from deep supervised representation learning
err2022-02-28
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errWalmsley, Mike; Scaife, Anna M. M.; Lintott, Chris; Lochner, Michelle; Etsebeth, Verlon; Geron, Tobias; Dickinson, Hugh; Fortson, Lucy; Kruk, Sandor; Masters, Karen L.; Mantha, Kameswara Bharadwaj; Simmons, Brooke D.
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Considerations for Optimizing the Photometric Classification of Supernovae from the Rubin Observatory
err2022-01-18
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errAlves, Catarina S.; Peiris, Hiranya, V; Lochner, Michelle; McEwen, Jason D.; Allam, Tarek, Jr.; Biswas, Rahul
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The MeerKAT Galaxy Cluster Legacy Survey I. Survey Overview and Highlights
err2022-01-07
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errKnowles, K.; Cotton, W. D.; Rudnick, L.; Camilo, F.; Goedhart, S.; Deane, R.; Ramatsoku, M.; Bietenholz, M. F.; Bruggen, M.; Button, C.; Chen, H.; Chibueze, J. O.; Clarke, T. E.; de Gasperin, F.; Ianjamasimanana, R.; Jozsa, G. I. G.; Hilton, M.; Kesebonye, K. C.; Kolokythas, K.; Kraan-Korteweg, R. C.; Lawrie, G.; Lochner, M.; Loubser, S. I.; Marchegiani, P.; Mhlahlo, N.; Moodley, K.; Murphy, E.; Namumba, B.; Oozeer, N.; Parekh, V.; Pillay, D. S.; Passmoor, S. S.; Ramaila, A. J. T.; Ranchod, S.; Retana-Montenegro, E.; Sebokolodi, L.; Sikhosana, S. P.; Smirnov, O.; Thorat, K.; Venturi, T.; Abbott, T. D.; Adam, R. M.; Adams, G.; Aldera, M. A.; Bauermeister, E. F.; Bennett, T. G. H.; Bode, W. A.; Botha, D. H.; Botha, A. G.; Brederode, L. R. S.; Buchner, S.; Burger, J. P.; Cheetham, T.; de Villiers, D. I. L.; Dikgale-Mahlakoana, M. A.; du Toit, L. J.; Esterhuyse, S. W. P.; Fadana, G.; Fanaroff, B. L.; Fataar, S.; Foley, A. R.; Fourie, D. J.; Frank, B. S.; Gamatham, R. R. G.; Gatsi, T. G.; Geyer, M.; Gouws, M.; Gumede, S. C.; Heywood, I.; Hlakola, M. J.; Hokwana, A.; Hoosen, S. W.; Horn, D. M.; Horrell, J. M. G.; Hugo, B. V.; Isaacson, A. R.; Jonas, J. L.; Jordaan, J. D. B.; Joubert, A. F.; Julie, R. P. M.; Kapp, F. B.; Kasper, V. A.; Kenyon, J. S.; Kotze, P. P. A.; Kotze, A. G.; Kriek, N.; Kriel, H.; Krishnan, V. K.; Kusel, T. W.; Legodi, L. S.; Lehmensiek, R.; Liebenberg, D.; Lord, R. T.; Lunsky, B. M.; Madisa, K.; Magnus, L. G.; Main, J. P. L.; Makhaba, A.; Makhathini, S.; Malan, J. A.; Manley, J. R.; Marais, S. J.; Maree, M. D. J.; Martens, A.; Mauch, T.; McAlpine, K.; Merry, B. C.; Millenaar, R. P.; Mokone, O. J.; Monama, T. E.; Mphego, M. C.; New, W. S.; Ngcebetsha, B.; Ngoasheng, K. J.; Ockards, M. T.; Otto, A. J.; Patel, A. A.; Peens-Hough, A.; Perkins, S. J.; Ramanujam, N. M.; Ramudzuli, Z. R.; Ratcliffe, S. M.; Renil, R.; Robyntjies, A.; Rust, A. N.; Salie, S.; Sambu, N.; Schollar, C. T. G.; Schwardt, L. C.; Schwartz, R. L.; Serylak, M.; Siebrits, R.; Sirothia, S. K.; Slabber, M.; Sofeya, L.; Taljaard, B.; Tasse, C.; Tiplady, A. J.; Toruvanda, O.; Twum, S. N.; van Balla, T. J.; van der Byl, A.; van der Merwe, C.; van Dyk, C. L.; Van Tonder, V.; Van Wyk, R.; Venter, A. J.; Venter, M.; Welz, M. G.; Williams, L. P.; Xaia, B.
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Optimization of the Observing Cadence for the Rubin Observatory Legacy Survey of Space and Time: A Pioneering Process of Community-focused Experimental Design
err2021-12-22
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errBianco, Federica B.; Ivezic, Zeljko; Jones, R. Lynne; Graham, Melissa L.; Marshall, Phil; Saha, Abhijit; Strauss, Michael A.; Yoachim, Peter; Ribeiro, Tiago; Anguita, Timo; Bauer, A. E.; Bauer, Franz E.; Bellm, Eric C.; Blum, Robert D.; Brandt, William N.; Brough, Sarah; Catelan, Marcio; Clarkson, William, I; Connolly, Andrew J.; Gawiser, Eric; Gizis, John E.; Hlozek, Renee; Kaviraj, Sugata; Liu, Charles T.; Lochner, Michelle; Mahabal, Ashish A.; Mandelbaum, Rachel; McGehee, Peregrine; Neilsen, Eric H. Jr Jr; Olsen, Knut A. G.; Peiris, Hiranya, V; Rhodes, Jason; Richards, Gordon T.; Ridgway, Stephen; Schwamb, Megan E.; Scolnic, Dan; Shemmer, Ohad; Slater, Colin T.; Slosar, Anze; Smartt, Stephen J.; Strader, Jay; Street, Rachel; Trilling, David E.; Verma, Aprajita; Vivas, A. K.; Wechsler, Risa H.; Willman, Beth
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Multi-tasking the growth of cosmological structures
err2021-12-01
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errPerenon, Louis; Martinelli, Matteo; Ilic, Stephane; Maartens, Roy; Lochner, Michelle; Clarkson, Chris
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The Deeper, Wider, Faster programme: exploring stellar flare activity with deep, fast cadenced DECam imaging via machine learning
err2021-06-28
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errWebb, S.; Flynn, C.; Cooke, J.; Zhang, J.; Mahabal, A.; Abbott, T. M. C.; Allen, R.; Andreoni, I; Bird, S. A.; Goode, S.; Lochner, M.; Pritchard, T.
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