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sbryngelson merged 1 commit into from
Feb 9, 2026
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Update MFC 5.0 citation to published CPC article #1131

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10 changes: 7 additions & 3 deletions CITATION.cff
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Original file line number Diff line number Diff line change
Expand Up @@ -9,9 +9,11 @@ url: "https://github.com/MFlowCode/MFC"
preferred-citation:
type: article
title: "MFC 5.0: An exascale many-physics flow solver"
journal: "arXiv preprint arXiv.2503.07953"
doi: "10.48550/arXiv.2503.07953"
year: 2025
journal: "Computer Physics Communications"
doi: "10.1016/j.cpc.2026.110055"
year: 2026
volume: 322
start: 110055
authors:
- given-names: Benjamin
family-names: Wilfong
Expand All @@ -21,6 +23,8 @@ preferred-citation:
family-names: Radhakrishnan
- given-names: Ansh
family-names: Gupta
- given-names: Daniel J.
family-names: Vickers
- given-names: Diego
family-names: Vaca-Revelo
- given-names: Dimitrios
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32 changes: 18 additions & 14 deletions README.md
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Expand Up @@ -79,8 +79,8 @@ MFC conducted the largest known CFD simulation at <a href="https://arxiv.org/abs
MFC is a 2025 Gordon Bell Prize Finalist.

<p align="center">
<a href="https://doi.org/10.48550/arXiv.2503.07953" target="_blank">
<img src="https://img.shields.io/badge/DOI-10.48550/arXiv.2503.07953-thistle.svg"/>
<a href="https://doi.org/10.1016/j.cpc.2026.110055" target="_blank">
<img src="https://img.shields.io/badge/DOI-10.1016/j.cpc.2026.110055-thistle.svg"/>
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The shields.io DOI badge URL includes an unescaped "/" in the DOI ("10.1016/j..."), which will be treated as a path separator and typically breaks the badge rendering. URL-encode the DOI portion in the badge image URL (e.g., encode "/" as "%2F").

Suggested change
<img src="https://img.shields.io/badge/DOI-10.1016/j.cpc.2026.110055-thistle.svg"/>
<img src="https://img.shields.io/badge/DOI-10.1016%2Fj.cpc.2026.110055-thistle.svg"/>

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</a>
<a href="https://doi.org/10.5281/zenodo.17049757" target="_blank">
<img src="https://zenodo.org/badge/DOI/10.5281/zenodo.17049757.svg"/>
Expand All @@ -94,12 +94,14 @@ Is MFC useful for you? Consider citing it or giving a star!
</p>

```bibtex
@article{Wilfong_2025,
author = {Wilfong, Benjamin and {Le Berre}, Henry and Radhakrishnan, Anand and Gupta, Ansh and Vaca-Revelo, Diego and Adam, Dimitrios and Yu, Haocheng and Lee, Hyeoksu and Chreim, Jose Rodolfo and {Carcana Barbosa}, Mirelys and Zhang, Yanjun and Cisneros-Garibay, Esteban and Gnanaskandan, Aswin and {Rodriguez Jr.}, Mauro and Budiardja, Reuben D. and Abbott, Stephen and Colonius, Tim and Bryngelson, Spencer H.},
title = {{MFC 5.0: A}n exascale many-physics flow solver},
journal = {arXiv preprint arXiv:2503.07953},
year = {2025},
doi = {10.48550/arXiv.2503.07953}
@article{wilfong26,
Author = {Benjamin Wilfong and Henry {Le Berre} and Anand Radhakrishnan and Ansh Gupta and Daniel J. Vickers and Diego Vaca-Revelo and Dimitrios Adam and Haocheng Yu and Hyeoksu Lee and Jose Rodolfo Chreim and Mirelys {Carcana Barbosa} and Yanjun Zhang and Esteban Cisneros-Garibay and Aswin Gnanaskandan and Mauro {Rodriguez Jr.} and Reuben D. Budiardja and Stephen Abbott and Tim Colonius and Spencer H. Bryngelson},
Title = {{MFC 5.0: A}n exascale many-physics flow solver},
journal = {Computer Physics Communications},
year = {2026},
volume = {322},
pages = {110055},
doi = {10.1016/j.cpc.2026.110055},
}
Comment on lines +97 to 105
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Suggestion: Standardize the capitalization of BibTeX field keys to lowercase for consistency with other entries in the file. [general, importance: 4]

Suggested change
@article{wilfong26,
Author = {Benjamin Wilfong and Henry {Le Berre} and Anand Radhakrishnan and Ansh Gupta and Daniel J. Vickers and Diego Vaca-Revelo and Dimitrios Adam and Haocheng Yu and Hyeoksu Lee and Jose Rodolfo Chreim and Mirelys {Carcana Barbosa} and Yanjun Zhang and Esteban Cisneros-Garibay and Aswin Gnanaskandan and Mauro {Rodriguez Jr.} and Reuben D. Budiardja and Stephen Abbott and Tim Colonius and Spencer H. Bryngelson},
Title = {{MFC 5.0: A}n exascale many-physics flow solver},
journal = {Computer Physics Communications},
year = {2026},
volume = {322},
pages = {110055},
doi = {10.1016/j.cpc.2026.110055},
}
@article{wilfong26,
author = {Benjamin Wilfong and Henry {Le Berre} and Anand Radhakrishnan and Ansh Gupta and Daniel J. Vickers and Diego Vaca-Revelo and Dimitrios Adam and Haocheng Yu and Hyeoksu Lee and Jose Rodolfo Chreim and Mirelys {Carcana Barbosa} and Yanjun Zhang and Esteban Cisneros-Garibay and Aswin Gnanaskandan and Mauro {Rodriguez Jr.} and Reuben D. Budiardja and Stephen Abbott and Tim Colonius and Spencer H. Bryngelson},
title = {{MFC 5.0: A}n exascale many-physics flow solver},
journal = {Computer Physics Communications},
year = {2026},
volume = {322},
pages = {110055},
doi = {10.1016/j.cpc.2026.110055},
}

```

Expand Down Expand Up @@ -319,12 +321,14 @@ If referencing MFC's (GPU) performance, consider citing ref. 1 and 2, which desc
The original open-source release of MFC is ref. 3, which should be cited for provenance as appropriate.

```bibtex
@article{Wilfong_2025,
author = {Wilfong, Benjamin and {Le Berre}, Henry and Radhakrishnan, Anand and Gupta, Ansh and Vaca-Revelo, Diego and Adam, Dimitrios and Yu, Haocheng and Lee, Hyeoksu and Chreim, Jose Rodolfo and {Carcana Barbosa}, Mirelys and Zhang, Yanjun and Cisneros-Garibay, Esteban and Gnanaskandan, Aswin and {Rodriguez Jr.}, Mauro and Budiardja, Reuben D. and Abbott, Stephen and Colonius, Tim and Bryngelson, Spencer H.},
title = {{MFC 5.0: A}n exascale many-physics flow solver},
journal = {arXiv preprint arXiv:2503.07953},
year = {2025},
doi = {10.48550/arXiv.2503.07953}
@article{wilfong26,
Author = {Benjamin Wilfong and Henry {Le Berre} and Anand Radhakrishnan and Ansh Gupta and Daniel J. Vickers and Diego Vaca-Revelo and Dimitrios Adam and Haocheng Yu and Hyeoksu Lee and Jose Rodolfo Chreim and Mirelys {Carcana Barbosa} and Yanjun Zhang and Esteban Cisneros-Garibay and Aswin Gnanaskandan and Mauro {Rodriguez Jr.} and Reuben D. Budiardja and Stephen Abbott and Tim Colonius and Spencer H. Bryngelson},
Title = {{MFC 5.0: A}n exascale many-physics flow solver},
Comment on lines +325 to +326
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Same BibTeX formatting/style issue as the earlier citation block: field-name capitalization/key style differs from the surrounding BibTeX entries in this README. Please normalize to the existing BibTeX style for consistency.

Suggested change
Author = {Benjamin Wilfong and Henry {Le Berre} and Anand Radhakrishnan and Ansh Gupta and Daniel J. Vickers and Diego Vaca-Revelo and Dimitrios Adam and Haocheng Yu and Hyeoksu Lee and Jose Rodolfo Chreim and Mirelys {Carcana Barbosa} and Yanjun Zhang and Esteban Cisneros-Garibay and Aswin Gnanaskandan and Mauro {Rodriguez Jr.} and Reuben D. Budiardja and Stephen Abbott and Tim Colonius and Spencer H. Bryngelson},
Title = {{MFC 5.0: A}n exascale many-physics flow solver},
author = {Benjamin Wilfong and Henry {Le Berre} and Anand Radhakrishnan and Ansh Gupta and Daniel J. Vickers and Diego Vaca-Revelo and Dimitrios Adam and Haocheng Yu and Hyeoksu Lee and Jose Rodolfo Chreim and Mirelys {Carcana Barbosa} and Yanjun Zhang and Esteban Cisneros-Garibay and Aswin Gnanaskandan and Mauro {Rodriguez Jr.} and Reuben D. Budiardja and Stephen Abbott and Tim Colonius and Spencer H. Bryngelson},
title = {{MFC 5.0: A}n exascale many-physics flow solver},

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journal = {Computer Physics Communications},
year = {2026},
volume = {322},
pages = {110055},
doi = {10.1016/j.cpc.2026.110055},
}

@article{Radhakrishnan_2024,
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16 changes: 9 additions & 7 deletions docs/documentation/papers.md
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Expand Up @@ -2,15 +2,17 @@

# Papers

MFC 5.0: An exascale many-physics flow solver. [<b>Wilfong, B., Le Berre, H., Radhakrishnan, A.,</b> Gupta, A., Vaca-Revelo, D., Adam , D., Yu, H., Lee, H., Chreim, J. R., Carcana Barbosa, M., Zhang, Y., Cisneros-Garibay, E., Gnanaskandan, A., Rodriguez Jr., M., Budiardja, R. D., Abbott, S., Colonius, T., & Bryngelson, S. H. (2025) MFC 5.0: An exascale many-physics flow solver. arXiv:2503.07953. <b>Equal contribution.</b>](https://doi.org/10.48550/arXiv.2503.07953)
MFC 5.0: An exascale many-physics flow solver. [<b>Wilfong, B., Le Berre, H., Radhakrishnan, A.,</b> Gupta, A., Vickers, D. J., Vaca-Revelo, D., Adam, D., Yu, H., Lee, H., Chreim, J. R., Carcana Barbosa, M., Zhang, Y., Cisneros-Garibay, E., Gnanaskandan, A., Rodriguez Jr., M., Budiardja, R. D., Abbott, S., Colonius, T., & Bryngelson, S. H. (2026) MFC 5.0: An exascale many-physics flow solver. Computer Physics Communications **322**, 110055. <b>Equal contribution.</b>](https://doi.org/10.1016/j.cpc.2026.110055)

```bibtex
@article{Wilfong_2025,
author = {Wilfong, Benjamin and {Le Berre}, Henry and Radhakrishnan, Anand and Gupta, Ansh and Vaca-Revelo, Diego and Adam, Dimitrios and Yu, Haocheng and Lee, Hyeoksu and Chreim, Jose Rodolfo and {Carcana Barbosa}, Mirelys and Zhang, Yanjun and Cisneros-Garibay, Esteban and Gnanaskandan, Aswin and {Rodriguez Jr.}, Mauro and Budiardja, Reuben D. and Abbott, Stephen and Colonius, Tim and Bryngelson, Spencer H.},
title = {{MFC 5.0: A}n exascale many-physics flow solver},
journal = {arXiv preprint arXiv:2503.07953},
year = {2025},
doi = {10.48550/arXiv.2503.07953}
@article{wilfong26,
Author = {Benjamin Wilfong and Henry {Le Berre} and Anand Radhakrishnan and Ansh Gupta and Daniel J. Vickers and Diego Vaca-Revelo and Dimitrios Adam and Haocheng Yu and Hyeoksu Lee and Jose Rodolfo Chreim and Mirelys {Carcana Barbosa} and Yanjun Zhang and Esteban Cisneros-Garibay and Aswin Gnanaskandan and Mauro {Rodriguez Jr.} and Reuben D. Budiardja and Stephen Abbott and Tim Colonius and Spencer H. Bryngelson},
Title = {{MFC 5.0: A}n exascale many-physics flow solver},
Comment on lines +8 to +10
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This new BibTeX snippet doesn’t follow the style used by the other entries in this file (lowercase field names like "author"/"title", aligned formatting, and typically LastName_Year keys). Consider normalizing the field-name casing and citation key (e.g., "Wilfong_2026") to keep the papers list consistent.

Suggested change
@article{wilfong26,
Author = {Benjamin Wilfong and Henry {Le Berre} and Anand Radhakrishnan and Ansh Gupta and Daniel J. Vickers and Diego Vaca-Revelo and Dimitrios Adam and Haocheng Yu and Hyeoksu Lee and Jose Rodolfo Chreim and Mirelys {Carcana Barbosa} and Yanjun Zhang and Esteban Cisneros-Garibay and Aswin Gnanaskandan and Mauro {Rodriguez Jr.} and Reuben D. Budiardja and Stephen Abbott and Tim Colonius and Spencer H. Bryngelson},
Title = {{MFC 5.0: A}n exascale many-physics flow solver},
@article{Wilfong_2026,
author = {Benjamin Wilfong and Henry {Le Berre} and Anand Radhakrishnan and Ansh Gupta and Daniel J. Vickers and Diego Vaca-Revelo and Dimitrios Adam and Haocheng Yu and Hyeoksu Lee and Jose Rodolfo Chreim and Mirelys {Carcana Barbosa} and Yanjun Zhang and Esteban Cisneros-Garibay and Aswin Gnanaskandan and Mauro {Rodriguez Jr.} and Reuben D. Budiardja and Stephen Abbott and Tim Colonius and Spencer H. Bryngelson},
title = {{MFC 5.0: A}n exascale many-physics flow solver},

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journal = {Computer Physics Communications},
year = {2026},
volume = {322},
pages = {110055},
doi = {10.1016/j.cpc.2026.110055},
}
```

Expand Down