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A simulation-based inference pipeline for cosmic shear with the Kilo-Degree Survey

K Lin, M von Wietersheim-Kramsta, B Joachimi… - arXiv preprint arXiv …, 2022 - arxiv.org
Astrophysics paper astro-ph.CO Suggest

… the idealising assumptions about the form of the likelihood and the complexity of the data inherent to the standard approach, we investigate simulation-based inference (…

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BibTeX

@misc{lin2023simulationbased,
title={A simulation-based inference pipeline for cosmic shear with the Kilo-Degree Survey},
author={Kiyam Lin and Maximilian von Wietersheim-Kramsta and Benjamin Joachimi and Stephen Feeney},
year={2023},
eprint={2212.04521},
archivePrefix={arXiv},
primaryClass={id='astro-ph.CO' full_name='Cosmology and Nongalactic Astrophysics' is_active=True alt_name=None in_archive='astro-ph' is_general=False description='Phenomenology of early universe, cosmic microwave background, cosmological parameters, primordial element abundances, extragalactic distance scale, large-scale structure of the universe. Groups, superclusters, voids, intergalactic medium. Particle astrophysics dark energy, dark matter, baryogenesis, leptogenesis, inflationary models, reheating, monopoles, WIMPs, cosmic strings, primordial black holes, cosmological gravitational radiation'}
}

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