flamingobaryonresponseemulator
A Gaussian process emulator predicting the baryonic response for a range of wavelength, redshifts, and galaxy formation model trained on the FLAMINGO suite of simulations
https://github.com/flamingosim/flamingobaryonresponseemulator
Science Score: 65.0%
This score indicates how likely this project is to be science-related based on various indicators:
-
✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
✓DOI references
Found 1 DOI reference(s) in README -
○Academic publication links
-
○Academic email domains
-
✓Institutional organization owner
Organization flamingosim has institutional domain (flamingo.strw.leidenuniv.nl) -
○JOSS paper metadata
-
○Scientific vocabulary similarity
Low similarity (12.8%) to scientific vocabulary
Repository
A Gaussian process emulator predicting the baryonic response for a range of wavelength, redshifts, and galaxy formation model trained on the FLAMINGO suite of simulations
Basic Info
- Host: GitHub
- Owner: FLAMINGOSIM
- License: lgpl-3.0
- Language: Python
- Default Branch: main
- Homepage: https://flamingo.strw.leidenuniv.nl/
- Size: 21.7 MB
Statistics
- Stars: 3
- Watchers: 2
- Forks: 0
- Open Issues: 0
- Releases: 6
Metadata Files
README.md
FlamingoBaryonResponseEmulator
A Gaussian process emulator predicting the baryonic response for a range of wavelengths, redshifts, and galaxy formation model trained on the FLAMINGO suite of simulations.
Installation
The package can be installed easily from PyPI under the name FlamingoBaryonResponseEmulator,
so:
pip3 install FlamingoBaryonResponseEmulator
This will install all necessary dependencies.
The package can be installed from source, by cloning the repository and
then using pip install -e . for development purposes.
Requirements
The package requires a number of numerical and experimental design packages.
These have been tested (and are continuously tested) using GitHub actions CI to
use the latest versions available on PyPI. See requirements.txt for details
for the packages required to develop the emulator. The packages will be
installed automatically by pip when installing from PyPI.
Example
Citation
Please cite our paper when you use the FlamingoBaryonResponseEmulator::
@ARTICLE{FLAMINGO_Baryon_effect_emulator,
author = {{Schaller}, Matthieu and {Schaye}, Joop and {Kugel}, Roi and {Broxterman}, Jeger C. and {van Daalen}, Marcel P.},
title = "{The FLAMINGO project: Baryon effects on the matter power spectrum}",
journal = {Monthly Notices of the Royal Astronomical Society},
keywords = {large-scale structure of Universe, cosmology: theory, methods: numerical, Astrophysics - Cosmology and Nongalactic Astrophysics},
year = 2025,
month = may,
volume = {539},
number = {2},
pages = {1337-1351},
doi = {10.1093/mnras/staf569},
archivePrefix = {arXiv},
eprint = {2410.17109},
primaryClass = {astro-ph.CO},
}
Author
- Matthieu Schaller (@MatthieuSchaller)
Owner
- Name: FLAMINGO cosmological simulations results
- Login: FLAMINGOSIM
- Kind: organization
- Website: https://flamingo.strw.leidenuniv.nl/
- Repositories: 1
- Profile: https://github.com/FLAMINGOSIM
A collection of tools and outputs from the FLAMINGO suite of cosmological simulations
Citation (CITATION.cff)
cff-version: 1.2.0
title: FlamingoBaryonResponseEmulator
message: 'If you use this software, please cite it as below'
type: software
authors:
- given-names: Matthieu
family-names: Schaller
email: schaller@strw.leidenuniv.nl
affiliation: Leiden University
orcid: 'https://orcid.org/0000-0002-2395-4902'
version: 1.1.0
doi: 10.1093/mnras/staf569
date-released: 2025-05-01
url: "https://github.com/FLAMINGOSIM/FlamingoBaryonResponseEmulator"
preferred-citation:
type: article
authors:
- given-names: Matthieu
family-names: Schaller
orcid: 'https://orcid.org/0000-0002-2395-4902'
doi: "10.1093/mnras/staf569"
journal: "Monthly Notices of the Royal Astronomical Society"
month: 5
year: 2025
volume: 539
number: 2
title: "The FLAMINGO project: Baryon effects on the matter power spectrum"
start: 1337
end: 1351
GitHub Events
Total
- Release event: 6
- Watch event: 4
- Public event: 1
- Push event: 9
- Create event: 6
Last Year
- Release event: 6
- Watch event: 4
- Public event: 1
- Push event: 9
- Create event: 6
Packages
- Total packages: 1
-
Total downloads:
- pypi 17 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 5
- Total maintainers: 1
pypi.org: flamingobaryonresponseemulator
A Gaussian process emulator predicting the baryonic response for a range of wavelengths, redshifts, and galaxy formation model trained on the FLAMINGO suite of simulations.
- Homepage: https://github.com/FLAMINGOSIM/FlamingoBaryonResponseEmulator
- Documentation: https://flamingobaryonresponseemulator.readthedocs.io/
- License: GNU Lesser General Public License v3 or later (LGPLv3+)
-
Latest release: 1.1.0
published 12 months ago