most citedScalable splitting algorithms for big-data interferometric imaging in the SKA era

92 citations · 228 across the 6 of their papers we have counts for

collaborators

6 papers

astro-ph.IM2017★ 36 cited

Cygnus A super-resolved via convex optimisation from VLA data

Arwa Dabbech, Alexandru Onose, Abdullah Abdulaziz +3

We leverage the Sparsity Averaging Reweighted Analysis (SARA) approach for interferometric imaging, that is based on convex optimisation, for the super-resolution of Cyg A from obs…

astro-ph.IM2017

PURIFYing real radio interferometric observations

Luke Pratley, Jason D. McEwen, Mayeul d'Avezac +3

Next-generation radio interferometers, such as the Square Kilometre Array (SKA), will revolutionise our understanding of the universe through their unprecedented sensitivity and re…

astro-ph.IM2017★ 37 cited

An accelerated splitting algorithm for radio-interferometric imaging: when natural and uniform weighting meet

Alexandru Onose, Arwa Dabbech, Yves Wiaux

Next generation radio-interferometers, like the Square Kilometre Array, will acquire tremendous amounts of data with the goal of improving the size and sensitivity of the reconstru…

astro-ph.IM2016★ 2 cited

A randomised primal-dual algorithm for distributed radio-interferometric imaging

Alexandru Onose, Rafael E. Carrillo, Jason D. McEwen +1

Next generation radio telescopes, like the Square Kilometre Array, will acquire an unprecedented amount of data for radio astronomy. The development of fast, parallelisable or dist…

astro-ph.IM2016★ 61 cited

Robust sparse image reconstruction of radio interferometric observations with purify

Luke Pratley, Jason D. McEwen, Mayeul d'Avezac +3

Next-generation radio interferometers, such as the Square Kilometre Array (SKA), will revolutionise our understanding of the universe through their unprecedented sensitivity and re…

astro-ph.IM2016★ 92 cited

Scalable splitting algorithms for big-data interferometric imaging in the SKA era

Alexandru Onose, Rafael E. Carrillo, Audrey Repetti +4

In the context of next generation radio telescopes, like the Square Kilometre Array, the efficient processing of large-scale datasets is extremely important. Convex optimisation ta…