Swiss SKA Days 2022

Session

Tuesday Afternoon

4 Oct 2022, 13:00

USI, Lugano

Conveners

Tuesday Afternoon: Data Science & Imaging

• Emma Tolley (EPFL)

Tuesday Afternoon: Data Science & Deep Learning

• Emma Tolley (EPFL)

Tuesday Afternoon: Closing remarks

• There are no conveners in this block

104. Data Science & Simulations Program Overview

Simon Felix (FHNW)

04/10/2022, 13:00

Data Science & Imaging

98. Karabo Pipeline - The SKA Digital Twin

Simon Felix (FHNW), Dr. Rohit Sharma

04/10/2022, 13:10

Data Science & Imaging

113. Radio Astronomical Data Processing with GPU using DASK-cudF

Dr Arpan Das (EPFL)

04/10/2022, 13:30

Data Science & Imaging

80. Fast, Scalable and Accurate Wide-Field Radio Interferometry Gridding and Degridding via the NUFFT

Matthieu SIMEONI (EPFL Center for Imaging)

04/10/2022, 13:40

Data Science & Imaging

103. A Polyatomic Frank-Wolfe algorithm for source deconvolution with sparsity priors: application to simulated data with RASCIL

Adrian Jarret (EPFL)

04/10/2022, 13:50

Data Science & Imaging

111. Bluebild: A Next Generation Radio Interferometric Imager applied to Solar Observations

Shreyam Krishna (EPFL)

04/10/2022, 14:00

Data Science & Imaging

89. Challenging radio-astronomy imaging: a direct source localization from uv-plane observations

Olga Taran (University of Geneva)

04/10/2022, 14:10

Data Science & Imaging

77. Image reconstruction algorithms in radio interferometry: from handcrafted to learned regularization denoisers

Prof. Yves Wiaux (Heriot-Watt Edinburgh)

04/10/2022, 14:20

Data Science & Imaging

116. A fast and accurate method to generate 3D 21cm maps from cosmic dawn to reionisation.

Timothée Schaeffer (University of Zurich)

04/10/2022, 14:30

Data Science & Imaging

71. Deep Learning approach for HI regions identification and 21-cm signal recovery from SKA-Low observations

Dr Michele Bianco (Swiss Federal Institute of Technology in Lausanne, EPFL)

04/10/2022, 15:25

Data Science & Deep Learning

85. EMBER: emulating HI from dark matter-only simulations

Mauro Bernardini (Institute of Computational Sciences)

04/10/2022, 15:35

Data Science & Deep Learning

92. Accelerating radiative transfer simulations with physics-informed neural networks

Damien Korber (Université de Genève)

04/10/2022, 15:45

Data Science & Deep Learning

72. 21cm foreground subtraction with machine learning

Tianyue Chen (EPFL)

04/10/2022, 15:55

Data Science & Deep Learning

128. Delensing Gravitational Lensing Effects with Physics-Informed Neural Networks

Ayoub Tajja

04/10/2022, 16:05

Data Science & Deep Learning