Zobrazeno 1 - 10
of 10 518
pro vyhledávání: '"A, Lochner"'
Autor:
Lochner, Michelle, Rudnick, Lawrence
Modern telescopes generate catalogs of millions of objects with the potential for new scientific discoveries, but this is beyond what can be examined visually. Here we introduce Astronomaly: Protege, an extension of the general purpose machine learni
Externí odkaz:
http://arxiv.org/abs/2411.04188
Autor:
Andersson, Alex, Lintott, Chris, Fender, Rob, Lochner, Michelle, Woudt, Patrick, Eijnden, Jakob van den, van der Horst, Alexander, Horesh, Assaf, Saikia, Payaswini, Sivakoff, Gregory R., Tremou, Lilia, Vaccari, Mattia
In this work we explore the applicability of unsupervised machine learning algorithms to the task of finding radio transients. Facilities such as the Square Kilometre Array (SKA) will provide huge volumes of data in which to detect rare transients; t
Externí odkaz:
http://arxiv.org/abs/2410.01034
Automating anomaly detection is an open problem in many scientific fields, particularly in time-domain astronomy, where modern telescopes generate millions of alerts per night. Currently, most anomaly detection algorithms for astronomical time-series
Externí odkaz:
http://arxiv.org/abs/2408.08888
Bees are among the master navigators of the insect world. Despite impressive advances in robot navigation research, the performance of these insects is still unrivaled by any artificial system in terms of training efficiency and generalization capabi
Externí odkaz:
http://arxiv.org/abs/2406.01501
Autor:
Grespan, Margherita, Thuruthipilly, Hareesh, Pollo, Agnieszka, Lochner, Michelle, Biesiada, Marek, Etsebeth, Verlon
Publikováno v:
A&A 688, A34 (2024)
We apply a state-of-the-art transformer algorithm to 221 deg$^2$ of the Kilo Degree Survey (KiDS) to search for new strong gravitational lenses (SGL). We test four transformer encoders trained on simulated data from the Strong Lens Finding Challenge
Externí odkaz:
http://arxiv.org/abs/2405.11992
Automating real-time anomaly detection is essential for identifying rare transients in the era of large-scale astronomical surveys. Modern survey telescopes are generating tens of thousands of alerts per night, and future telescopes, such as the Vera
Externí odkaz:
http://arxiv.org/abs/2403.14742
Autor:
Mohale, Koketso, Lochner, Michelle
Publikováno v:
MNRAS Volume 530, Issue 1, May 2024, Pages 1274--1295
Unsupervised learning, a branch of machine learning that can operate on unlabelled data, has proven to be a powerful tool for data exploration and discovery in astronomy. As large surveys and new telescopes drive a rapid increase in data size and ric
Externí odkaz:
http://arxiv.org/abs/2311.14157
Autor:
Max A. Laansma, Yuji Zhao, Eva M. van Heese, Joanna K. Bright, Conor Owens-Walton, Sarah Al-Bachari, Tim J. Anderson, Francesca Assogna, Tim D. van Balkom, Henk W. Berendse, Fernando Cendes, John C. Dalrymple-Alford, Ines Debove, Michiel F. Dirkx, Jason Druzgal, Hedley C. A. Emsley, Jean-Paul Fouche, Gaëtan Garraux, Rachel P. Guimarães, Rick C. Helmich, Michele Hu, Odile A. van den Heuvel, Dmitry Isaev, Ho-Bin Kim, Johannes C. Klein, Christine Lochner, Corey T. McMillan, Tracy R. Melzer, Benjamin Newman, Laura M. Parkes, Clelia Pellicano, Fabrizio Piras, Toni L. Pitcher, Kathleen L. Poston, Mario Rango, Leticia F. Ribeiro, Cristiane S. Rocha, Christian Rummel, Lucas S. R. Santos, Reinhold Schmidt, Petra Schwingenschuh, Letizia Squarcina, Dan J. Stein, Daniela Vecchio, Chris Vriend, Jiunjie Wang, Daniel Weintraub, Roland Wiest, Clarissa L. Yasuda, Neda Jahanshad, Paul M. Thompson, Ysbrand D. van der Werf, Boris A. Gutman
Publikováno v:
npj Parkinson's Disease, Vol 10, Iss 1, Pp 1-13 (2024)
Abstract Alterations in subcortical brain regions are linked to motor and non-motor symptoms in Parkinson’s disease (PD). However, associations between clinical expression and regional morphological abnormalities of the basal ganglia, thalamus, amy
Externí odkaz:
https://doaj.org/article/0ad01d15502c49b4bbf825957015ee01
Autor:
Lochner Marais, Abraham Matamanda, Frances Gbadegesin, John Ntema, Abongile Mgwele, Mischka Dunn, Verna Nel, Timothy M. Lehobo, Lauren Andres, Stuart Denoon-Stevens
Publikováno v:
International Journal of Child Care and Education Policy, Vol 18, Iss 1, Pp 1-21 (2024)
Abstract Covid-19 posed little danger to children. Nevertheless, the South African government imposed lockdown measures that impeded children’s education, play and food. Schools were closed, feeding schemes were halted and organised sports were ban
Externí odkaz:
https://doaj.org/article/2d5e21e73a4f45e8ba670200b90b5043
Publikováno v:
MNRAS Volume 529, Issue 1, March 2024, Pages 732--747
Modern astronomical surveys are producing datasets of unprecedented size and richness, increasing the potential for high-impact scientific discovery. This possibility, coupled with the challenge of exploring a large number of sources, has led to the
Externí odkaz:
http://arxiv.org/abs/2309.08660