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docs(backport): Update citations and docs (#2360)
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* Backport:
   - PR #2341
   - PR #2345
   - PR #2349
   - PR #2354
   - PR #2355
   - PR #2356
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matthewfeickert authored Oct 25, 2023
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9 changes: 6 additions & 3 deletions README.rst
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pure-python fitting/limit-setting/interval estimation HistFactory-style
=======================================================================

|GitHub Project| |DOI| |JOSS DOI| |Scikit-HEP| |NSF Award Number| |NumFOCUS Affiliated Project|
|GitHub Project| |DOI| |JOSS DOI| |Scikit-HEP| |NSF Award Number IRIS-HEP v1| |NSF Award Number IRIS-HEP v2| |NumFOCUS Affiliated Project|

|Docs from latest| |Docs from main| |Jupyter Book tutorial| |Binder|

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----------------
Matthew Feickert has received support to work on ``pyhf`` provided by NSF
cooperative agreement `OAC-1836650 <https://www.nsf.gov/awardsearch/showAward?AWD_ID=1836650>`__ (IRIS-HEP)
cooperative agreements `OAC-1836650 <https://nsf.gov/awardsearch/showAward?AWD_ID=1836650>`__
and `PHY-2323298 <https://nsf.gov/awardsearch/showAward?AWD_ID=2323298>`__ (IRIS-HEP)
and grant `OAC-1450377 <https://www.nsf.gov/awardsearch/showAward?AWD_ID=1450377>`__ (DIANA/HEP).
``pyhf`` is a `NumFOCUS Affiliated Project <https://numfocus.org/sponsored-projects/affiliated-projects>`__.
Expand All @@ -361,8 +362,10 @@ and grant `OAC-1450377 <https://www.nsf.gov/awardsearch/showAward?AWD_ID=1450377
:target: https://doi.org/10.21105/joss.02823
.. |Scikit-HEP| image:: https://scikit-hep.org/assets/images/Scikit--HEP-Project-blue.svg
:target: https://scikit-hep.org/
.. |NSF Award Number| image:: https://img.shields.io/badge/NSF-1836650-blue.svg
.. |NSF Award Number IRIS-HEP v1| image:: https://img.shields.io/badge/NSF-1836650-blue.svg
:target: https://nsf.gov/awardsearch/showAward?AWD_ID=1836650
.. |NSF Award Number IRIS-HEP v2| image:: https://img.shields.io/badge/NSF-2323298-blue.svg
:target: https://nsf.gov/awardsearch/showAward?AWD_ID=2323298
.. |NumFOCUS Affiliated Project| image:: https://img.shields.io/badge/NumFOCUS-Affiliated%20Project-orange.svg?style=flat&colorA=E1523D&colorB=007D8A
:target: https://numfocus.org/sponsored-projects/affiliated-projects
.. |Docs from latest| image:: https://img.shields.io/badge/docs-v0.7.4-blue.svg
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24 changes: 24 additions & 0 deletions docs/bib/general_citations.bib
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% 2023-10-19
@article{Smith:2023ssh,
author = "Smith, Rachel E. C. and Ochoa, In\^es and In\'acio, R\'uben and Shoemaker, Jonathan and Kagan, Michael",
title = "{Differentiable Vertex Fitting for Jet Flavour Tagging}",
eprint = "2310.12804",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
month = "10",
year = "2023",
journal = ""
}

% 2023-09-25
@inproceedings{Feickert:2023ajm,
author = "Feickert, Matthew and Katz, Daniel S. and Neubauer, Mark S. and Sexton-Kennedy, Elizabeth and Stewart, Graeme A.",
title = "{Software Citation in HEP: Current State and Recommendations for the Future}",
booktitle = "{26th International Conference on Computing in High Energy \& Nuclear Physics}",
eprint = "2309.14571",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
month = "9",
year = "2023"
}

% 2023-08-31
@article{Kagan:2023gxz,
author = "Kagan, Michael and Heinrich, Lukas",
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50 changes: 50 additions & 0 deletions docs/bib/use_citations.bib
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% 2023-10-13
@article{Gavranovic:2023oam,
author = "Gavranovi\v{c}, Jan and Ker\v{s}evan, Borut Paul",
title = "{Systematic Evaluation of Generative Machine Learning Capability to Simulate Distributions of Observables at the Large Hadron Collider}",
eprint = "2310.08994",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "10",
year = "2023",
journal = ""
}

% 2023-10-11
@article{MicroBooNE:2023icy,
author = "{MicroBooNE Collaboration}",
title = "{Search for heavy neutral leptons in electron-positron and neutral-pion final states with the MicroBooNE detector}",
eprint = "2310.07660",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
reportNumber = "FERMILAB-PUB-23-574-ND",
month = "10",
year = "2023",
journal = ""
}

% 2023-09-29
@inproceedings{Feickert:2023hhr,
author = "Feickert, Matthew and Heinrich, Lukas and Horstmann, Malin",
title = "{Bayesian Methodologies with pyhf}",
booktitle = "{26th International Conference on Computing in High Energy \& Nuclear Physics}",
eprint = "2309.17005",
archivePrefix = "arXiv",
primaryClass = "stat.CO",
month = "9",
year = "2023"
}

% 2023-09-20
@article{Belfkir:2023vpo,
author = "Belfkir, Mohamed and Jueid, Adil and Nasri, Salah",
title = "{Boosting dark matter searches at muon colliders with Machine Learning: the mono-Higgs channel as a case study}",
eprint = "2309.11241",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
reportNumber = "CTPU-PTC-23-37",
month = "9",
year = "2023",
journal = ""
}

% 2023-09-04
@article{Fenton:2023ikr,
author = "Fenton, Michael James and Shmakov, Alexander and Okawa, Hideki and Li, Yuji and Hsiao, Ko-Yang and Hsu, Shih-Chieh and Whiteson, Daniel and Baldi, Pierre",
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