Scientific publications using Scikit-HEP

Table of contents

• Peer reviewed journal papers
  • Experimental Particle Physics
  • Particle Physics Phenomenology
  • Astronomy, Astrophysics and Cosmology
• Conference proceedings
• General articles
  • Experimental Particle Physics
  • Particle Physics Phenomenology
  • Astronomy, Astrophysics and Cosmology
  • Computational Physics
  • Computer Science, Machine Learning
  • Data Analysis, Statistics and Probability
  • Chemical Physics
• PhD theses

A list of publications citing the pyhf package or material using it is collected at https://scikit-hep.org/pyhf/citations.html#use-in-publications.

Peer reviewed journal papers

Experimental Particle Physics

• LHCb Collaboration, JHEP 01 (2022) 166 ((arXiv:2107.10090 [hep-ex])), first LHCb analysis performed fully in Python with standard scientific packages and Scikit-HEP packages - cites boost-histogram, iminuit, Particle, uproot3.
• JHEP 12 (2021) 133 (arXiv:2107.2105.13330 [hep-ex]) - cites awkward.
• Comput. Softw. Big Sci. 5, 22 (2021) (arxiv:2103.00659 [hep-ex]) - cites uproot.
• SoftwareX 11, 100508 (2020) - cites hepstats, probfit.

Particle Physics Phenomenology

• SciPost Phys. 14, 009 (2023) (arXiv:2206.14870 [hep-ph]) - cites pyhf.
• JHEP 10 (2022) 092 (arxiv:2208.10406 [hep-ph]) - cites pylhe.
• Int. J. of Modern Physics A (arXiv:2208.09538 [hep-ph]) - cites the Scikit-HEP project.
• Phys. Rev. D 106, 052011 (2022) (arXiv:2206.09932 [hep-ph]) - cites the Scikit-HEP project.
• Phys. Rev. D 105, 075001 (2021) (arXiv:2111.10343 [hep-ph]) - cites the Scikit-HEP project.
• SciPost Phys. 12, 037 (2022) (arXiv:2109.04981 [hep-ph]) - cites cabinetry, pyhf.
• Eur. Phys. J. C 82, 46 (2022) (arXiv:2109.08159 [hep-ph]) - cites pyjet.
• JHEP 11 (2021) 066 (arXiv:2107.06625 [hep-ph]) - cites pyjet.
• Rep. Prog. Phys. 84, 124201 (2021) (arXiv:2101.08320 [hep-ph]) - cites pyjet.
• Phys. Rev. D 104, 113008 (2021) (arXiv:2105.08270 [hep-ph]) - cites uproot, Scikit-HEP project.
• Phys. Rev. D 104, 035012 (2021) (arXiv:2105.07077 [hep-ph]) - cites uproot, Scikit-HEP project.
• Phys. Rev. D 104, 035014 (2021) (arXiv:2010.07941 [hep-ph]) - cites the Scikit-HEP project.
• Phys. Rev. D 103, 056014 (2021) (arXiv:2012.10500 [hep-ph]) - cites uproot, Scikit-HEP project.
• Phys. Rev. D 102, 015032 (2020) (arXiv:2006.10630 [hep-ph]) - cites pylhe, Scikit-HEP project.
• Phys. Rev. D 102, 015007 (2020) (arXiv:2005.03594 [hep-ph]) - cites pylhe, Scikit-HEP project.
• Comput. Softw. Big Sci. 4, 3 (2020) (arxiv:1907.10621 [hep-ph]) - cites pylhe, scikit-hep, uproot, Scikit-HEP project.
• JHEP 03 (2020) 094 (arXiv:2001.11041 [hep-ph]) - cites iminuit.
• JHEP 03 (2020) 076 (arXiv:1912.09760 [hep-ph]) - cites iminuit.
• JHEP 11 (2019) 034 (arXiv:1908.06980 [hep-ph]) - cites pylhe, uproot, Scikit-HEP project.
• Phys. Rev. Lett. 123 (2019) 14, 141801 (arxiv:1811.06465 [hep-ph]) - cites pylhe.

Astronomy, Astrophysics and Cosmology

• JCAP 09 (2020) 004 (arXiv:2002.01229 [astro-ph.HE]) - cites iminuit.
• JCAP 03 (2020) 068 (arXiv:1912.02763 [astro-ph.CO]) - cites iminuit.
• Phys. Rev. D 101, 063513 (2020) (arXiv:1910.08325 [astro-ph.CO]) - cites iminuit.
• Monthly Notices of the Royal Astronomical Society, Volume 497, Issue 4, Oct. 2020, Pages 4407-4415 (arXiv:1906.11219 [astro-ph.CO]) - cites iminuit.
• PoS (ICRC2019) 881 (arXiv:1909.08365 [astro-ph.HE]) - cites iminuit.
• A&A 625, A15 (2019) (arXiv:1803.06197 [astro-ph.CO]) - cites iminuit.
• JCAP 11 (2017) 032 (arXiv:1709.06022 [astro-ph.CO]) - cites iminuit.

Conference proceedings

• PoS EPS-HEP2021 (2022) 792, EPS-HEP 2021 Conference - cites the Scikit-HEP project.
• EPJ Web of Conferences 251, 03067 (2021), virtual CHEP 2021 Conference - cites awkward, boost-histogram, mplhep , pyhf, uproot.
• EPJ Web of Conferences 251, 03002 (2021), virtual CHEP 2021 Conference - cites awkward, uproot.
• EPJ Web of Conferences 245, 06025 (2020), CHEP 2019 Conference - cites hepstats.
• EPJ Web of Conferences 245, 06016 (2020), CHEP 2019 Conference - mentions the Scikit-HEP project.
• ACAT 2019 Workshop, J. Phys. Conf. Ser. 1525 (2020), 012017 - cites the Scikit-HEP project.
• EPJ Web of Conferences 214, 02001 (2019), CHEP 2018 Conference - cites root_pandas.

General articles

Experimental Particle Physics

• arXiv:2207.07476 [hep-ex] - cites pyhf.
• arXiv:1706.01420 [hep-ex] - cites iminuit.

Particle Physics Phenomenology

• arXiv:2401.03168 [hep-ph] - cites pylhe.
• arXiv:2403.06336 [hep-ph] - cites pylhe.
• arXiv:2312.04646 [hep-ph] - cites pylhe.
• arXiv:2306.01578 [hep-ph] - cites the Scikit-HEP project.
• arXiv:2302.08281 [hep-ph] - cites pylhe.
• arXiv:2207.10756 [hep-ph] - cites pyhf.
• arXiv:2207.04137 [hep-ph] - cites Particle, pyhepmc, Scikit-HEP project.
• arXiv:2205.09137 [hep-ph] - cites pylhe, Vector, Scikit-HEP project.
• arXiv:2111.05868 [hep-ph] - cites pylhe, Scikit-HEP project.
• arXiv:1712.05401 [hep-ph] - cites iminuit.
• arXiv:1505.01102 [hep-ph] - cites iminuit.

Astronomy, Astrophysics and Cosmology

• arXiv:2001.01804 [astro-ph.IM] - cites iminuit.
• arXiv:1806.03167 [astro-ph.IM] - cites iminuit.
• arXiv:1801.06075 [astro-ph.HE] - cites iminuit.

Computational Physics

• 2209.14984 [physics.comp-ph] - cites awkward-array, Hist, mplhep, Scikit-HEP project.

Computer Science, Machine Learning

• arXiv:2104.12615 [cs.DB] - cites the Scikit-HEP project.
• arXiv:2012.11638 [cs.LG] - cites pyjet.

Data Analysis, Statistics and Probability

• arXiv:2210.15665 [physics.data-an] - cites the Scikit-HEP project.
• arXiv:2202.02194 [physics.data-an] - cites Scikit-HEP project and various of its packages.
• arXiv:2111.12849 [physics.data-an] - cites pyjet, Scikit-HEP project.
• arXiv:1811.01242 [physics.data-an] - cites iminuit.

Chemical Physics

• arXiv:2002.07678 [physics.chem-ph] - cites iminuit.

PhD theses

• Jonas Eschle (Zurich U.), Jan. 2024, LHCb experiment - cites boost_histogram, hepstats, hepunits, hist, iminuit, mplhep, particle, scikit-hep, uproot, zfit.
• Nathan Simpson(Lund U.), Jan. 2023, ATLAS experiment - cites pyhf.
• Audrey Kvam (Washington U.), Apr. 2022, ATLAS experiment - cites pyhf.
• Lucas Santiago Borgna (University College London), Mar. 2022, ATLAS experiment - cites pyhf.
• Dalila Salamani (Geneva U.), Dec. 2021, ATLAS experiment - cites the Scikit-HEP project.
• Srishti Bhasin (Bristol U.), Sep. 2021, LHCb experiment - cites scikit-hep, Scikit-HEP project.
• Corin J. K. Hoad (Brunel U.), 2020, CMS experiment - cites the Scikit-HEP project.
• Matthieu P. L. Marinangeli (Ecole Polytechnique, Lausanne), Sep. 2020, LHCb experiment - cites awkward-array, hepstats, hepunits, iminuit, mplhep, Particle, uproot, Scikit-HEP project.