Search Results - "Peel, Austin"
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Sparse Reconstruction of the Merging A520 Cluster System
Published in The Astrophysical journal (20-09-2017)“…Merging galaxy clusters present a unique opportunity to study the properties of dark matter in an astrophysical context. These are rare and extreme cosmic…”
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The impact of baryonic physics and massive neutrinos on weak lensing peak statistics
Published in Monthly notices of the Royal Astronomical Society (21-09-2019)“…ABSTRACT We study the impact of baryonic processes and massive neutrinos on weak lensing peak statistics that can be used to constrain cosmological parameters…”
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JAX-COSMO: An End-to-End Differentiable and GPU Accelerated Cosmology Library
Published in The open journal of astrophysics (2023)Get full text
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Growth of structure in the Szekeres class-II inhomogeneous cosmological models and the matter-dominated era
Published in Physical review. D, Particles, fields, gravitation, and cosmology (03-04-2012)“…This study belongs to a series devoted to using the Szekeres inhomogeneous models in order to develop a theoretical framework where cosmological observations…”
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On the dissection of degenerate cosmologies with machine learning
Published in Monthly notices of the Royal Astronomical Society (21-07-2019)“…Based on the dustgrain-pathfinder suite of simulations, we investigate observational degeneracies between nine models of modified gravity and massive…”
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Large-scale growth evolution in the Szekeres inhomogeneous cosmological models with comparison to growth data
Published in Physical review. D, Particles, fields, gravitation, and cosmology (06-12-2012)“…We use the Szekeres inhomogeneous cosmological models to study the growth of large-scale structure in the universe including nonzero spatial curvature and a…”
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Stringent restriction from the growth of large-scale structure on apparent acceleration in inhomogeneous cosmological models
Published in Physical review letters (20-12-2013)“…Probes of cosmic expansion constitute the main basis for arguments to support or refute a possible apparent acceleration due to different expansion rates in…”
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JAX-COSMO: An End-to-End Differentiable and GPU Accelerated Cosmology Library
Published in The open journal of astrophysics (01-04-2023)“…We present jax-cosmo, a library for automatically differentiable cosmological theory calculations. It uses the JAX library, which has created a new coding…”
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Investigating inhomogeneous Szekeres models and their applications to precision cosmology
Published 01-01-2015“…Exact solutions of Einstein's field equations that can describe the evolution of complex structures in the universe provide complementary frameworks to…”
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Dissertation -
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Modeling lens potentials with continuous neural fields in galaxy-scale strong lenses
Published 17-10-2022“…Strong gravitational lensing is a unique observational tool for studying the dark and luminous mass distribution both within and between galaxies. Given the…”
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Using wavelets to capture deviations from smoothness in galaxy-scale strong lenses
Published 21-11-2022“…A&A 668, A155 (2022) Modeling the mass distribution of galaxy-scale strong gravitational lenses is a task of increasing difficulty. The high-resolution and…”
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JAX-COSMO: An End-to-End Differentiable and GPU Accelerated Cosmology Library
Published 27-04-2023“…We present jax-cosmo, a library for automatically differentiable cosmological theory calculations. It uses the JAX library, which has created a new coding…”
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13
Effect of inhomogeneities on high precision measurements of cosmological distances
Published in Physical review. D, Particles, fields, gravitation, and cosmology (30-12-2014)“…We study effects of inhomogeneities on distance measures in an exact relativistic Swiss-cheese model of the Universe, focusing on the distance modulus. The…”
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Constraining neutrino masses with weak-lensing multiscale peak counts
Published 05-01-2021“…Phys. Rev. D 102, 103531, (2020) Massive neutrinos influence the background evolution of the Universe as well as the growth of structure. Being able to model…”
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15
Sparse reconstruction of the merging A520 cluster system
Published 01-08-2017“…Merging galaxy clusters present a unique opportunity to study the properties of dark matter in an astrophysical context. These are rare and extreme cosmic…”
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Lightweight HI source finding for next generation radio surveys
Published 20-04-2022“…Future deep HI surveys will be essential for understanding the nature of galaxies and the content of the Universe. However, the large volume of these data will…”
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The growth of structure in the Szekeres inhomogeneous cosmological models and the matter-dominated era
Published 24-02-2012“…Phys. Rev. D85, 083502, 2012 This study belongs to a series devoted to using Szekeres inhomogeneous models to develop a theoretical framework where…”
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The impact of baryonic physics and massive neutrinos on weak lensing peak statistics
Published 07-10-2019“…MNRAS 488 (2019) 3340 We study the impact of baryonic processes and massive neutrinos on weak lensing peak statistics that can be used to constrain…”
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Journal Article -
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Breaking degeneracies in modified gravity with higher (than 2nd) order weak-lensing statistics
Published 10-10-2018“…A&A 619, A38 (2018) General relativity (GR) has been well tested up to solar system scales, but it is much less certain that standard gravity remains an…”
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