21 citations · 48 across the 4 of their papers we have counts for
7 papers
The Earth Mover's Pinball Loss: Quantiles for Histogram-Valued Regression
Florian List
Although ubiquitous in the sciences, histogram data have not received much attention by the Deep Learning community. Whilst regression and classification tasks for scalar and vecto…
Lux ex tenebris: The imprint of annihilating dark matter on the intergalactic medium during Cosmic Dawn
Florian List, Pascal J. Elahi, Geraint F. Lewis
Upcoming measurements of the highly redshifted 21cm line with next-generation radio telescopes such as HERA and SKA will provide the intriguing opportunity to probe dark matter (DM…
The GCE in a New Light: Disentangling the -ray Sky with Bayesian Graph Convolutional Neural Networks
Florian List, Nicholas L. Rodd, Geraint F. Lewis +1
A fundamental question regarding the Galactic Center Excess (GCE) is whether the underlying structure is point-like or smooth. This debate, often framed in terms of a millisecond p…
A unified framework for 21cm tomography sample generation and parameter inference with Progressively Growing GANs
Florian List, Geraint F. Lewis
Creating a database of 21cm brightness temperature signals from the Epoch of Reionisation (EoR) for an array of reionisation histories is a complex and computationally expensive ta…
A black box for dark sector physics: Predicting dark matter annihilation feedback with conditional GANs
Florian List, Ishaan Bhat, Geraint F. Lewis
Traditionally, incorporating additional physics into existing cosmological simulations requires re-running the cosmological simulation code, which can be computationally expensive.…
A Novel Scheme for Dark Matter Annihilation Feedback in Cosmological Simulations
Florian List, Nikolas Iwanus, Pascal J. Elahi +1
We present a new self-consistent method for incorporating dark matter annihilation feedback (DMAF) in cosmological N-body simulations. The power generated by DMAF is evaluated at e…