Search Results for author: Alan F. Heavens

Found 5 papers, 4 papers with code

Parameter Inference for Weak Lensing using Gaussian Processes and MOPED

1 code implementation13 May 2020 Arrykrishna Mootoovaloo, Alan F. Heavens, Andrew H. Jaffe, Florent Leclercq

Much larger gains will come with future data, where with MOPED compression, the speed up can be up to a factor of $\sim 10^3$ when the common Limber approximation is used.

Cosmology and Nongalactic Astrophysics

Perfectly parallel cosmological simulations using spatial comoving Lagrangian acceleration

1 code implementation10 Mar 2020 Florent Leclercq, Baptiste Faure, Guilhem Lavaux, Benjamin D. Wandelt, Andrew H. Jaffe, Alan F. Heavens, Will J. Percival, Camille Noûs

Existing cosmological simulation methods lack a high degree of parallelism due to the long-range nature of the gravitational force, which limits the size of simulations that can be run at high resolution.

Cosmology and Nongalactic Astrophysics Instrumentation and Methods for Astrophysics

Gaussian Mixture Models for Blended Photometric Redshifts

no code implementations24 Jul 2019 Daniel M. Jones, Alan F. Heavens

Future cosmological galaxy surveys such as the Large Synoptic Survey Telescope (LSST) will photometrically observe very large numbers of galaxies.

Cosmology and Nongalactic Astrophysics Astrophysics of Galaxies

Fast Sampling from Wiener Posteriors for Image Data with Dataflow Engines

1 code implementation5 Oct 2018 Niall Jeffrey, Alan F. Heavens, Philip D. Fortio

We use Dataflow Engines (DFE) to construct an efficient Wiener filter of noisy and incomplete image data, and to quickly draw probabilistic samples of the compatible true underlying images from the Wiener posterior.

Instrumentation and Methods for Astrophysics Cosmology and Nongalactic Astrophysics

Bayesian photometric redshifts of blended sources

1 code implementation8 Aug 2018 Daniel M. Jones, Alan F. Heavens

Photometric redshifts are necessary for enabling large-scale multicolour galaxy surveys to interpret their data and constrain cosmological parameters.

Cosmology and Nongalactic Astrophysics Astrophysics of Galaxies

Cannot find the paper you are looking for? You can Submit a new open access paper.