nmma
A pythonic library for probing nuclear physics and cosmology with multimessenger analysis
Science Score: 59.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
✓DOI references
Found 7 DOI reference(s) in README -
✓Academic publication links
Links to: arxiv.org, nature.com -
✓Committers with academic emails
8 of 18 committers (44.4%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (13.0%) to scientific vocabulary
Repository
A pythonic library for probing nuclear physics and cosmology with multimessenger analysis
Basic Info
- Host: GitHub
- Owner: nuclear-multimessenger-astronomy
- License: gpl-3.0
- Language: Jupyter Notebook
- Default Branch: main
- Homepage: https://nuclear-multimessenger-astronomy.github.io/nmma/
- Size: 222 MB
Statistics
- Stars: 38
- Watchers: 5
- Forks: 61
- Open Issues: 43
- Releases: 7
Metadata Files
README.md
NMMA
a pythonic library for probing nuclear physics and cosmology with multimessenger analysis
Citations to the NMMA code: Citation record
Read our official documentation: NMMA Documentation
Check out our contribution guide: For contributors
A tutorial on how to produce simulations of lightcurves is given here tutorial-lightcurve_simulation.ipynb
Citing NMMA
When utilizing this code for a publication, kindly make a reference to the package by its name, NMMA, and a citation to the companion paper An updated nuclear-physics and multi-messenger astrophysics framework for binary neutron star mergers. The BibTeX entry for the paper is:
bibtex
@article{Pang:2022rzc,
title={An updated nuclear-physics and multi-messenger astrophysics framework for binary neutron star mergers},
author={Peter T. H. Pang and Tim Dietrich and Michael W. Coughlin and Mattia Bulla and Ingo Tews and Mouza Almualla and Tyler Barna and Weizmann Kiendrebeogo and Nina Kunert and Gargi Mansingh and Brandon Reed and Niharika Sravan and Andrew Toivonen and Sarah Antier and Robert O. VandenBerg and Jack Heinzel and Vsevolod Nedora and Pouyan Salehi and Ritwik Sharma and Rahul Somasundaram and Chris Van Den Broeck},
journal={Nature Communications},
year={2023},
month={Dec},
day={20},
volume={14},
number={1},
pages={8352},
issn={2041-1723},
doi={10.1038/s41467-023-43932-6},
url={https://doi.org/10.1038/s41467-023-43932-6}
}
If you are using the systematics error, please also cite the paper Data-driven approach for modeling the temporal and spectral evolution of kilonova systematic uncertainties. The BibTeX entry for the paper is:
bibtex
@article{Jhawar:2024ezm,
author = "Jhawar, Sahil and Wouters, Thibeau and Pang, Peter T. H. and Bulla, Mattia and Coughlin, Michael W. and Dietrich, Tim",
title = "{Data-driven approach for modeling the temporal and spectral evolution of kilonova systematic uncertainties}",
eprint = "2410.21978",
archivePrefix = "arXiv",
primaryClass = "astro-ph.HE",
doi = "10.1103/PhysRevD.111.043046",
journal = "Phys. Rev. D",
volume = "111",
number = "4",
pages = "043046",
year = "2025"
}
If you are using likelihood free inference, please also cite the paper Rapid parameter estimation for kilonovae using likelihood-free inference. The BibTeX entry for the paper is:
bibtex
@article{Desai:2024hlp,
author = "Desai, Malina and Chatterjee, Deep and Jhawar, Sahil and Harris, Philip and Katsavounidis, Erik and Coughlin, Michael",
title = "{Kilonova Light Curve Parameter Estimation Using Likelihood-Free Inference}",
eprint = "2408.06947",
archivePrefix = "arXiv",
primaryClass = "astro-ph.IM",
doi = "10.1093/mnras/staf1045",
month = "8",
year = "2024"
}
Acknowledgments
If you benefited from participating in our community, we ask that you please acknowledge the Nuclear Multi-Messenger Astronomy collaboration, and particular individuals who helped you, in any publications. Please use the following text for this acknowledgment:
We acknowledge the Nuclear Multi-Messenger Astronomy collective as an open community of multi-domain experts and collaborators. This community and <names of individuals>, in particular, were important for the development of this project.
Funding
We gratefully acknowledge previous and current support from the U.S. National Science Foundation (NSF) Harnessing the Data Revolution (HDR) Institute for Accelerating AI Algorithms for Data Driven Discovery (A3D3) under Cooperative Agreement No. PHY-2117997 and the European Research Council (ERC) under the European Union's Starting Grant (Grant No. 101076369).
Owner
- Name: Nuclear Multimessenger Astronomy
- Login: nuclear-multimessenger-astronomy
- Kind: organization
- Email: nuclear_multimessenger_astronomy@googlegroups.com
- Repositories: 1
- Profile: https://github.com/nuclear-multimessenger-astronomy
GitHub Events
Total
- Create event: 5
- Release event: 1
- Issues event: 12
- Watch event: 6
- Delete event: 3
- Member event: 1
- Issue comment event: 32
- Push event: 51
- Pull request event: 20
- Pull request review comment event: 3
- Pull request review event: 13
- Fork event: 4
Last Year
- Create event: 5
- Release event: 1
- Issues event: 12
- Watch event: 6
- Delete event: 3
- Member event: 1
- Issue comment event: 32
- Push event: 51
- Pull request event: 20
- Pull request review comment event: 3
- Pull request review event: 13
- Fork event: 4
Committers
Last synced: almost 3 years ago
Top Committers
| Name | Commits | |
|---|---|---|
| Michael Coughlin | m****n@g****m | 103 |
| Ramodgwendé Weizmann Kiendrébéogo | k****7@g****m | 39 |
| Peter T. H. Pang | t****g@g****m | 19 |
| ninakuni | 4****i@u****m | 11 |
| ritwiksharma049 | 8****9@u****m | 9 |
| Ritwik Sharma | s****4@g****m | 7 |
| FabioRagosta | 5****a@u****m | 5 |
| Nina Kunert | n****t@e****e | 5 |
| Peter T. H. Pang | t****g@g****m | 4 |
| Michael Coughlin | m****n@l****g | 4 |
| Tyler Barna | b****4@u****u | 3 |
| Niharika Sravan | n****a@l****u | 3 |
| Shreya Anand | s****d@l****g | 3 |
| Daniel Finstad | d****d@b****u | 3 |
| Niharika Sravan | n****a@l****u | 2 |
| Andrew Michael Toivonen | a****n@l****u | 1 |
| Andrew Toivonen | 4****3@u****m | 1 |
| tahumada | t****4@g****m | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 106
- Total pull requests: 264
- Average time to close issues: about 2 months
- Average time to close pull requests: 8 days
- Total issue authors: 17
- Total pull request authors: 26
- Average comments per issue: 2.42
- Average comments per pull request: 1.63
- Merged pull requests: 211
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 8
- Pull requests: 17
- Average time to close issues: about 15 hours
- Average time to close pull requests: about 10 hours
- Issue authors: 4
- Pull request authors: 4
- Average comments per issue: 1.75
- Average comments per pull request: 1.18
- Merged pull requests: 11
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- tylerbarna (32)
- bfhealy (20)
- sahiljhawar (14)
- mcoughlin (12)
- ritwiksharma049 (5)
- bking-astro (3)
- tsunhopang (3)
- haukekoehn (2)
- Keerthiiz (2)
- weizmannk (2)
- ThibeauWouters (1)
- s-paramvir (1)
- phelipedarc (1)
- prashantstar123 (1)
- atoivonen13 (1)
Pull Request Authors
- sahiljhawar (82)
- bfhealy (81)
- weizmannk (28)
- tylerbarna (20)
- haukekoehn (15)
- ritwiksharma049 (11)
- bking-astro (10)
- tsunhopang (10)
- atoivonen13 (9)
- ninakuni (7)
- mcoughlin (7)
- malinadesai (4)
- Theodlz (4)
- shreyasahasram08 (4)
- FabioRagosta (4)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 2
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Total downloads:
- pypi 43 last-month
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Total dependent packages: 0
(may contain duplicates) -
Total dependent repositories: 1
(may contain duplicates) - Total versions: 26
- Total maintainers: 4
pypi.org: nmma
A nuclear physics multi-messenger Bayesian inference library
- Homepage: https://github.com/nuclear-multimessenger-astronomy/nmma
- Documentation: https://nuclear-multimessenger-astronomy.github.io/nmma/
- License: GPLv3
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Latest release: 0.2.3
published 7 months ago
Rankings
Maintainers (4)
conda-forge.org: nmma
- Homepage: https://github.com/nuclear-multimessenger-astronomy/nmma
- License: GPL-3.0-or-later
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Latest release: 0.0.8
published over 3 years ago
Rankings
Dependencies
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