Using CMS Open Data for education, outreach and software development

Stefan Wunsch

doi:10.1051/epjconf/202024508006

All issues

Volume 245 (2020)

EPJ Web Conf., 245 (2020) 08006

References

Open Access

Issue		EPJ Web Conf. Volume 245, 2020 24^th International Conference on Computing in High Energy and Nuclear Physics (CHEP 2019)


Article Number		08006
Number of page(s)		7
Section		8 - Collaboration, Education, Training and Outreach
DOI		https://doi.org/10.1051/epjconf/202024508006
Published online		16 November 2020

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[1] CERN, The CERN Open Data portal, http://opendata.cern.ch [Google Scholar]

[2] The CMS Collaboration, CMS releases open data for Machine Learning, http://opendata.cern.ch/docs/cms-releases-open-data-for-machine-learning [Google Scholar]

[3] The CMS Collaboration, CMS preservation policy, 10.7483/OPENDATA.CMS.7347.JDWH [Google Scholar]

[4] The ATLAS Collaboration, ATLAS preservation policy, 10.7483/OPENDATA.ATLAS.T9YR.Y7MZ [Google Scholar]

[5] The LHCb Collaboration, LHCb preservation policy, 10.7483/OPENDATA.LHCb.HKJW.TWSZ [Google Scholar]

[6] The ALICE Collaboration, ALICE preservation policy, 10.7483/OPENDATA.ALICE.54NE.X2EA [Google Scholar]

[7] A. Tripathee, W. Xue, A. Larkoski, S. Marzani, J. Thaler, Jet substructure studies with CMS open data (2017), http://dx.doi.org/10.1103/PhysRevD.96.074003 [Google Scholar]

[8] C. Cesarotti, Y. Soreq, M.J. Strassler, J. Thaler, W. Xue, Searching in CMS open data for dimuon resonances with substantial transverse momentum (2019), http://dx.doi.org/10.1103/PhysRevD.100.015021 [Google Scholar]

[9] P. Musella, F. Pandolfi, Fast and Accurate Simulation of Particle Detectors Using Generative Adversarial Networks (2018), http://dx.doi.org/10.1007/s41781-018-0015-y [Google Scholar]

[10] A. Di Florio, F. Pantaleo, M. Pierini, Sample with tracker hit information for tracking algorithm ML studies, 10.7483/OPENDATA.CMS.N1IN.TQHD [Google Scholar]

[11] University of Central Florida, Physics Hosts Teaching & Data Workshops, https://sciences.ucf.edu/news/physics-hosts-teaching-data-workshops/ [Google Scholar]

[12] Helsinki Insitute of Physics, Education and Open Data, http://www.hip.fi/?page_id=2985 [Google Scholar]

[13] The CMS Collaboration, CMS Offline Software, https://github.com/cms-sw/cmssw [Google Scholar]

[14] R. Brun, F. Rademakers, ROOT An object oriented data analysis framework (1997) [Google Scholar]

[15] G. Petrucciani, A. Rizzi, C. Vuosalo, Mini-AOD: A New Analysis Data Format for CMS (2015), http://dx.doi.org/10.1088/1742-6596/664/7/072052 [Google Scholar]

[16] A. Rizzi, G. Petrucciani, M. Peruzzi (CMS Collaboration), EPJ Web Conf. 214, 06021. 6 p (2019) [Google Scholar]

[17] S. Wunsch, Tool for conversion of CMS AOD files to reduced NanoAOD format for the purpose of education and outreach (2019), 10.7483/OPENDATA.CMS.944Q.PN2X [Google Scholar]

[18] The CMS Collaboration, Public CMS Luminosity Information, https://twiki.cern.ch/twiki/bin/view/CMSPublic/LumiPublicResults [Google Scholar]

[19] S. Wunsch, Analysis of the di-muon spectrum using data from the CMS detector taken in 2012 (2019), 10.7483/OPENDATA.CMS.AAR1.4NZQ [Google Scholar]

[20] E. Guiraud, A. Naumann, D. Piparo, TDataFrame: functional chains for ROOT data analyses (2017), https://doi.org/10.5281/zenodo.260230 [Google Scholar]

[21] The CMS Collaboration, Evidence for the 125 GeV Higgs boson decaying to a pair of tau leptons (2014), http://dx.doi.org/10.1007/JHEP05(2014)104 [Google Scholar]

[22] S. Wunsch, Analysis of Higgs boson decays to two tau leptons using data and simulation of events at the CMS detector from 2012 (2019), 10.7483/OPENDATA.CMS.GV20.PR5T [Google Scholar]

[23] The HEP Software Foundation, https://hepsoftwarefoundation.org/ [Google Scholar]

[24] V.E. Padulano, Blurring High Energy Physics Data Analysis Techniques and Data Science Approaches (2019), presented 25 Oct 2019, http://cds.cern.ch/record/2693575 [Google Scholar]