Photometric redshift estimation and DESC-related software development
Lead Research Organisation:
UNIVERSITY COLLEGE LONDON
Department Name: Physics and Astronomy
Abstract
The Rubin Observatory will be the most powerful optical survey telescope ever, reaching the depth of most current surveys in a single visit, and repeating these visits more than 200 times over the course of ten years, which allows it to cover a large fraction of the sky. The UK will be a major international partner in this project and in this role will support key elements of the analysis pipelines exploiting this exquisite dataset. Our contribution will focus on localising galaxies and other distant objects along the line of sight based on their colours, which is notoriously difficult but vital for a wide range of science areas, including the understanding of our cosmological model and of galaxies and their evolution over cosmic time.
Publications
Reischke Robert
(2025)
OneCovariance: Compute covariance matrices
in Astrophysics Source Code Library
Saoulis A
(2025)
Transfer learning for multifidelity simulation-based inference in cosmology
in Monthly Notices of the Royal Astronomical Society
Saoulis A
(2025)
Full-waveform earthquake source inversion using simulation-based inference
in Geophysical Journal International
Simões L
(2025)
How massive neutrinos reshape the cosmic web
| Title | CosmoDC2 |
| Description | Mock dataset for the DESC |
| Type Of Material | Database/Collection of data |
| Year Produced | 2019 |
| Provided To Others? | Yes |
| Impact | Main mock data for DESC development, now also used for data previews for Rubin Obs |
| URL | https://ui.adsabs.harvard.edu/abs/2019ApJS..245...26K/abstract |
| Description | Rubin Observatory |
| Organisation | LSST Corporation |
| Country | United States |
| Sector | Charity/Non Profit |
| PI Contribution | contributed to MoU between UCL and LSST member of Rubin DESC membership committee member of Rubin DESC operations committee Co-PI of UK PPRP proposal executive group member for LSST:UK LSST:UK point of contact for the DESC |
| Collaborator Contribution | membership in working groups incl. leadership roles, membership of 4 PDRA/PhD |
| Impact | Co-PI of MoU between LSST and STFC full membership of Dark Energy Science Collaboration |
| Start Year | 2014 |
| Description | Rubin Observatory |
| Organisation | LSST Dark Energy Science Collaboration |
| Country | United States |
| Sector | Charity/Non Profit |
| PI Contribution | contributed to MoU between UCL and LSST member of Rubin DESC membership committee member of Rubin DESC operations committee Co-PI of UK PPRP proposal executive group member for LSST:UK LSST:UK point of contact for the DESC |
| Collaborator Contribution | membership in working groups incl. leadership roles, membership of 4 PDRA/PhD |
| Impact | Co-PI of MoU between LSST and STFC full membership of Dark Energy Science Collaboration |
| Start Year | 2014 |
| Title | GLASS |
| Description | Cosmic large-scale structure simulator |
| Type Of Technology | Physical Model/Kit |
| Year Produced | 2023 |
| Open Source License? | Yes |
| Impact | used in other galaxy surveys used in Euclid for validation of key pipeline elements |
| URL | https://glass.readthedocs.io/en/stable/ |
| Title | GLASS |
| Description | Generator for cosmic large-scale structure simulations |
| Type Of Technology | Software |
| Year Produced | 2023 |
| Open Source License? | Yes |
| Impact | used widely across galaxy survey collaborations, in particular part of critical infrastructure in the ESA Euclid mission |
| URL | https://ascl.net/2305.023 |
| Title | RAIL |
| Description | Dark Energy Science Collaboration redshift measurement and calibration pipeline infrastructure |
| Type Of Technology | Software |
| Year Produced | 2023 |
| Open Source License? | Yes |
| Impact | key element of analysis pipeline for the 'static sky' cosmology exploitation of the LSST at Rubin Observatory |
| URL | https://rail-hub.readthedocs.io/en/latest/source/overview.html |