263 citations · 448 across the 11 of their papers we have counts for
11 papers
Perturbation-theory informed integrators for cosmological simulations
Florian List, Oliver Hahn
Large-scale cosmological simulations are an indispensable tool for modern cosmology. To enable model-space exploration, fast and accurate predictions are critical. In this paper, w…
Dim but not entirely dark: Extracting the Galactic Center Excess' source-count distribution with neural nets
Florian List, Nicholas L. Rodd, Geraint F. Lewis
The two leading hypotheses for the Galactic Center Excess (GCE) in the data are an unresolved population of faint millisecond pulsars (MSPs) and dark-matter (DM) a…
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…
Dark Matter Annihilation Feedback in Cosmological Simulations II: The Influence on Gas and Halo Structure
N. Iwanus, P. J. Elahi, F. List +1
We present new cosmological hydrodynamic simulations that incorporate Dark Matter Annihilation Feedback (DMAF), whereby energy released from the annihilation of dark matter particl…
Upscaling of unsaturated flow in fractured porous media
Florian List, Kundan Kumar, Iuliu Sorin Pop +1
In this work, we consider a mathematical model for flow in a unsaturated porous medium containing a fracture. In all subdomains (the fracture and the adjacent matrix blocks) the fl…
A study on iterative methods for solving Richards` equation
Florian List, Florin Adrian Radu
This work concerns linearization methods for efficiently solving the Richards` equation,a degenerate elliptic-parabolic equation which models flow in saturated/unsaturated porous m…