activity
20072025
most citedA comparison of optimisation algorithms for high-dimensional particle and astrophysics applications

27 citations · 64 across the 6 of their papers we have counts for

collaborators

7 papers

astro-ph.HE2025

Voyager 1 Data Reveals Signatures of the Local Gas and Cosmic-Ray Source Distributions

Troy A. Porter, Igor V. Moskalenko, Alan C. Cummings +1

We investigate the effects of the nearby interstellar medium (ISM) on the locally measured cosmic-ray (CR) spectra. Using the GALPROP code we explore how variations in the local ga…

astro-ph.HE2025

Simulating the Diffuse Neutrino Emission from the Milky Way with GALPROP

P. D. Marinos, T. A. Porter, G. P. Rowell +2

We use the GALPROP cosmic ray (CR) propagation framework to model the diffuse neutrino and gamma-ray emissions from the Galaxy. A collection of realistic bounding models are develo…

astro-ph.HE2023

The Fermi-LAT Light Curve Repository

S. Abdollahi, M. Ajello, L. Baldini +110

The Fermi Large Area Telescope (LAT) light curve repository (LCR) is a publicly available, continually updated library of gamma-ray light curves of variable Fermi-LAT sources gener…

astro-ph.IM2022★ 11 cited

AutoSourceID-Light. Fast Optical Source Localization via U-Net and Laplacian of Gaussian

Fiorenzo Stoppa, Paul Vreeswijk, Steven Bloemen +9

. With the ever-increasing survey speed of optical wide-field telescopes and the importance of discovering transients when they are still young, rapid and reliable s…

astro-ph.HE2021★ 20 cited

Identification of point sources in gamma rays using U-shaped convolutional neural networks and a data challenge

Boris Panes, Christopher Eckner, Luc Hendriks +5

At GeV energies, the sky is dominated by the interstellar emission from the Galaxy. With limited statistics and spatial resolution, accurately separating point sources is therefore…

hep-ph2021★ 27 cited

A comparison of optimisation algorithms for high-dimensional particle and astrophysics applications

The DarkMachines High Dimensional Sampling Group, Csaba Balázs, Melissa van Beekveld +18

Optimisation problems are ubiquitous in particle and astrophysics, and involve locating the optimum of a complicated function of many parameters that may be computationally expensi…

astro-ph2007★ 6 cited

Luminosity Functions of Gamma-Ray Burst Afterglows

Guðlaugur Jóhannesson, Gunnlaugur Björnsson, Einar H. Gudmundsson

Aims: Use the standard fireball model to create virtual populations of gamma-ray burst afterglows and study their luminosity functions. Methods: We randomly vary the parameters of…