Swiss SKA Days 2021

Session

Wednesday Afternoon

8 Sept 2021, 14:00

Auditorium CE 3 (EPFL - Main Campus)

Conveners

Wednesday Afternoon: Data Science Session

• Emma Tolley (EPFL)

Wednesday Afternoon: Data Science Session II

• Matthieu Simeoni (EPFL)

Presentation materials

Zoom Connection

60. AI for Astronomy in the SKA Era

Prof. Anna Scaife

08/09/2021, 14:00

51. Information-theoretic astro-imaging and data analysis

Prof. Slava Voloshynovskiy (University of Geneva)

08/09/2021, 14:14

55. Identifying ionized bubbles during reionization from SKA observations

Michele Bianco (University of Sussex)

08/09/2021, 14:26

53. Anomaly Detection in Astronomical Data using Machine Learning

Dr. Michelle Lochner

08/09/2021, 14:38

58. Accelerating the Computational Modeling of HI via Deep Learning

Robert Feldmann (University of Zurich)

08/09/2021, 14:50

56. A Deep Denoising Autoencoder approach for radio astronomy data

Dr. Claudio Gheller

08/09/2021, 15:02

48. Public Engagement in Times of Open Data and Open Science

Hanna Sathiapal

08/09/2021, 15:14

49. Optimisation & AI for image formation in the SKA era

Prof. Yves Wiaux

08/09/2021, 16:00

The presentation will cover recent algorithmic developments at the interface of optimisation theory and machine learning, towards scalable precision robust image formation in radio interferometry. High-resolution high-dynamic range reconstructions of wideband and widefield images of diffuse emission with complex and faint structure, from both JVLA and ASKAP data, will be presented to showcase...

57. Tools21cm: a user-friendly package to create mock SKA observations of the epoch of reionization

Sambit Giri (Stockholm University)

08/09/2021, 16:13

52. Towards fast and accurate predictions of the cosmic dawn for SKA

Aurel Schneider (ICS, University of Zurich)

08/09/2021, 16:25

47. SETI with SKA

Dominique Bovey (HES-SO/HEIG-VD)

08/09/2021, 16:38

59. SKA Science Data Challenge 2

Emma Tolley (EPFL)

08/09/2021, 16:50

50. Interferometric Imaging in Radio Astronomy with the Sparsity-Promoting Frank-Wolfe Algorithm

Adrian Jarret (EPFL)

08/09/2021, 17:02

65. A MIGHTEE Study of the Group Environment

Shreyam Krishna

08/09/2021, 17:14