27 citations · 33 across the 2 of their papers we have counts for
2 papers
astro-ph.CO2024★ 6 cited
Psi-GAN: A power-spectrum-informed generative adversarial network for the emulation of large-scale structure maps across cosmologies and redshifts
Prabh Bhambra, Benjamin Joachimi, Ofer Lahav +1
Simulations of the dark matter distribution throughout the Universe are essential in order to analyse data from cosmological surveys. -body simulations are computationally expen…
astro-ph.IM2021★ 27 cited
Explaining deep learning of galaxy morphology with saliency mapping
Prabh Bhambra, Benjamin Joachimi, Ofer Lahav
We successfully demonstrate the use of explainable artificial intelligence (XAI) techniques on astronomical datasets in the context of measuring galactic bar lengths. The method co…