{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2023,10,17]],"date-time":"2023-10-17T14:54:11Z","timestamp":1697554451953},"reference-count":29,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2022,11,8]],"date-time":"2022-11-08T00:00:00Z","timestamp":1667865600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,11,8]],"date-time":"2022-11-08T00:00:00Z","timestamp":1667865600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Comput Softw Big Sci"],"published-print":{"date-parts":[[2022,12]]},"DOI":"10.1007\/s41781-022-00090-6","type":"journal-article","created":{"date-parts":[[2022,11,8]],"date-time":"2022-11-08T15:57:11Z","timestamp":1667923031000},"update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["When, Where, and How to Open Data: a Personal Perspective"],"prefix":"10.1007","volume":"6","author":[{"given":"Benjamin","family":"Nachman","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,11,8]]},"reference":[{"key":"90_CR1","unstructured":"Bellis M, Shuve B, Barth A, Cook A (2022) Opportunities for theory studies with public collider data: Snowmass 2021. In: 2022 Snowmass Summer Study, 8, [arXiv:2208.07953]"},{"key":"90_CR2","doi-asserted-by":"publisher","first-page":"102006","DOI":"10.1088\/1742-6596\/898\/10\/102006","volume":"898","author":"E Maguire","year":"2017","unstructured":"Maguire E, Heinrich L, Watt G (2017) HEPData: a repository for high energy physics data. J Phys Conf Ser 898:102006 [arXiv:1704.05473]","journal-title":"J Phys Conf Ser"},{"key":"90_CR3","unstructured":"CMS data preservation, re-use and open access policy. https:\/\/cms-docdb.cern.ch\/cgi-bin\/PublicDocDB\/ShowDocument?docid=6032 (2020)"},{"key":"90_CR4","unstructured":"CERN Open Data Policy for the LHC Experiments. https:\/\/cds.cern.ch\/record\/2745133 (2020)"},{"key":"90_CR5","unstructured":"ATLAS collaboration (2018) Measurement of the $$W$$-boson mass in pp collisions at $$\\sqrt{s}=7$$ TeV with the ATLAS detector. Eur Phys J C 78:110. arXiv:1701.07240"},{"key":"90_CR6","doi-asserted-by":"publisher","first-page":"034009","DOI":"10.1103\/PhysRevD.101.034009","volume":"101","author":"PT Komiske","year":"2020","unstructured":"Komiske PT, Mastandrea R, Metodiev EM, Naik P, Thaler J (2020) Exploring the space of jets with CMS open data. Phys Rev D 101:034009 [arXiv:1908.08542]","journal-title":"Phys Rev D"},{"key":"90_CR7","doi-asserted-by":"publisher","first-page":"01004","DOI":"10.1051\/epjconf\/202125101004","volume":"251","author":"K Lassila-Perini","year":"2021","unstructured":"Lassila-Perini K, Lange C, Jarrin EC, Bellis M (2021) Using CMS open data in research\u2014challenges and directions. EPJ Web Conf 251:01004 [arXiv:2106.05726]","journal-title":"EPJ Web Conf"},{"key":"90_CR8","unstructured":"ATLAS Collaboration (2016) Studies related to gender and geographic diversity in the ATLAS Collaboration. https:\/\/cds.cern.ch\/record\/2202392"},{"key":"90_CR9","unstructured":"ATLAS Collaboration (2018) A measurement of the soft-drop jet mass in $$pp$$ collisions at $$\\sqrt{s}=13$$ TeV with the ATLAS detector. Phys Rev Lett 121:092001. arXiv:1711.08341"},{"key":"90_CR10","unstructured":"ATLAS Collaboration (2014) Reconstruction and modelling of jet pull with the ATLAS detector, ATLAS-CONF-2014-048"},{"key":"90_CR11","unstructured":"ATLAS Collaboration (2013) Jet charge studies with the ATLAS detector using $$\\sqrt{s} = 8$$ TeV proton\u2013proton collision data, ATLAS-CONF-2013-086"},{"key":"90_CR12","unstructured":"ATLAS Collaboration (2015) Measurement of colour flow with the jet pull angle in ttbar events using the ATLAS detector at $$\\sqrt{s} = 8$$ TeV. Phys Lett B 750:475. arXiv:1506.05629"},{"key":"90_CR13","unstructured":"ATLAS Collaboration (2016) Measurement of jet charge in dijet events from $$\\sqrt{s}=8$$ TeV $$pp$$ collisions with the ATLAS detector. Phys Rev D 93:052003. arXiv:1509.05190"},{"key":"90_CR14","unstructured":"ATLAS Collaboration (2020) Review of the 13 TeV ATLAS open data release. https:\/\/cds.cern.ch\/record\/2707171"},{"key":"90_CR15","doi-asserted-by":"publisher","unstructured":"ATLAS Collaboration (2021) Datasets used to train the Generative Adversarial Networks used in ATLFast3. http:\/\/opendata.cern.ch\/record\/15012. https:\/\/doi.org\/10.7483\/OPENDATA.ATLAS.UXKX.TXBN","DOI":"10.7483\/OPENDATA.ATLAS.UXKX.TXBN"},{"key":"90_CR16","unstructured":"ATLAS Collaboration (2015) ATLAS Policy document: access of non-ATLAS physicists to ATLAS data and unofficial results. https:\/\/twiki.cern.ch\/twiki\/pub\/AtlasPublic\/AtlasPolicyDocuments\/A82_Access_non_ATLAS-v2.pdf"},{"key":"90_CR17","unstructured":"ATLAS Collaboration (2020) Dijet resonance search with weak supervision using $$\\sqrt{s} = 13$$ TeV $$pp$$ collisions in the ATLAS detector. Phys Rev Lett 125:131801. arXiv:2005.02983"},{"key":"90_CR18","doi-asserted-by":"publisher","first-page":"076015","DOI":"10.1103\/PhysRevD.105.076015","volume":"105","author":"B Nachman","year":"2022","unstructured":"Nachman B, Thaler J (2022) Neural conditional reweighting. Phys Rev D 105:076015 [arXiv:2107.08979]","journal-title":"Phys Rev D"},{"key":"90_CR19","doi-asserted-by":"publisher","first-page":"096031","DOI":"10.1103\/PhysRevD.105.096031","volume":"105","author":"K Desai","year":"2022","unstructured":"Desai K, Nachman B, Thaler J (2022) SymmetryGAN: symmetry discovery with deep learning. Phys Rev D 105:096031 [arXiv:2112.05722]","journal-title":"Phys Rev D"},{"key":"90_CR20","unstructured":"Gambhir R, Nachman B, Thaler J Learning uncertainties the frequentist way: calibration and correlation in high energy physics. arXiv:2205.03413"},{"key":"90_CR21","doi-asserted-by":"crossref","unstructured":"H1 Collaboration (2021) Preservation through modernisation: the software of the H1 experiment at HERA. EPJ Web Conf 251:03004. arXiv:2106.11058","DOI":"10.1051\/epjconf\/202125103004"},{"key":"90_CR22","unstructured":"H1 Collaboration (2022) Measurement of lepton-jet correlation in deep-inelastic scattering with the H1 detector using machine learning for unfolding. Phys Rev Lett 128:132002. arXiv:2108.12376"},{"key":"90_CR23","unstructured":"H1 Collaboration (2022) Machine learning-assisted measurement of multi-differential lepton-jet correlations in deep-inelastic scattering with the H1 detector. https:\/\/www-h1.desy.de\/h1\/www\/publications\/htmlsplit\/H1prelim-22-031.long.html"},{"key":"90_CR24","unstructured":"H1 Collaboration (2022) Multi-differential jet substructure measurement in high $$Q^2$$ DIS events with HERA-II data. https:\/\/www-h1.desy.de\/h1\/www\/publications\/htmlsplit\/H1prelim-22-034.long.html"},{"key":"90_CR25","doi-asserted-by":"publisher","first-page":"182001","DOI":"10.1103\/PhysRevLett.124.182001","volume":"124","author":"A Andreassen","year":"2020","unstructured":"Andreassen A, Komiske PT, Metodiev EM, Nachman B, Thaler J (2020) OmniFold: a method to simultaneously unfold all observables. Phys. Rev. Lett. 124:182001 [arXiv:1911.09107]","journal-title":"Phys. Rev. Lett."},{"key":"90_CR26","unstructured":"Chen Y, Lee Y-J, Maggi M, Chang P, Chien Y-T, McGinn C et\u00a0al. Analysis note: jet reconstruction, energy spectra, and substructure analyses with archived ALEPH data. arXiv:2108.04877"},{"key":"90_CR27","doi-asserted-by":"publisher","first-page":"038","DOI":"10.1007\/JHEP04(2011)038","volume":"04","author":"K Cranmer","year":"2011","unstructured":"Cranmer K, Yavin I (2011) RECAST: extending the impact of existing analyses. JHEP 04:038 [arXiv:1010.2506]","journal-title":"JHEP"},{"key":"90_CR28","doi-asserted-by":"publisher","first-page":"2803","DOI":"10.1016\/j.cpc.2013.05.021","volume":"184","author":"A Buckley","year":"2013","unstructured":"Buckley A, Butterworth J, Grellscheid D, Hoeth H, Lonnblad L, Monk J et\u00a0al (2013) Rivet user manual. Comput Phys Commun 184:2803 [arXiv:1003.0694]","journal-title":"Comput Phys Commun"},{"key":"90_CR29","doi-asserted-by":"publisher","first-page":"6","DOI":"10.1007\/s41781-022-00081-7","volume":"6","author":"H Enke","year":"2022","unstructured":"Enke H et\u00a0al (2022) Survey of open data concepts within fundamental physics: an initiative of the PUNCH4NFDI Consortium. Comput Softw Big Sci 6:6","journal-title":"Comput Softw Big Sci"}],"container-title":["Computing and Software for Big Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s41781-022-00090-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s41781-022-00090-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s41781-022-00090-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,31]],"date-time":"2022-12-31T19:14:04Z","timestamp":1672514044000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s41781-022-00090-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,11,8]]},"references-count":29,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2022,12]]}},"alternative-id":["90"],"URL":"https:\/\/doi.org\/10.1007\/s41781-022-00090-6","relation":{},"ISSN":["2510-2036","2510-2044"],"issn-type":[{"value":"2510-2036","type":"print"},{"value":"2510-2044","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,11,8]]},"assertion":[{"value":"8 November 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}],"article-number":"17"}}