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Dataset containing 872666 jet images to train Location Aware Generative Adversarial Networks (LAGAN) for High Energy Physics. Results are published in [arXiv:1701.05927].
\n\nFormat:
\nHDF5 file with the following fields:
Details:
\n\nFull dataset description in [arXiv:1701.05927].
", "publication_date": "2017-02-07", "publisher": "Zenodo", "references": [ { "reference": "L. de Oliveira, M. Kagan, L. Mackey, B. Nachman and A. Schwartzman, Jet-images \u2014 deep learning edition, JHEP 07 (2016) 069 [1511.05190]." }, { "reference": "T. Sjostrand, S. Mrenna and P. Z. Skands, A Brief Introduction to PYTHIA 8.1, Comput. Phys. Commun. 178 (2008) 852\u2013867 [0710.3820]." }, { "reference": "T. Sjostrand, S. Mrenna and P. Z. Skands, PYTHIA 6.4 Physics and Manual, JHEP 0605 (2006) 026 [hep-ph/0603175]." } ], "related_identifiers": [ { "identifier": "arXiv:1701.05927", "relation_type": { "id": "issupplementto", "title": { "de": "Erg\u00e4nzt", "en": "Is supplement to" } }, "scheme": "arxiv" }, { "identifier": "10.5281/zenodo.268592", "relation_type": { "id": "isnewversionof", "title": { "de": "Ist eine neue Version von", "en": "Is new version of" } }, "scheme": "doi" } ], "resource_type": { "id": "dataset", "title": { "de": "Datensatz", "en": "Dataset" } }, "rights": [ { "description": { "en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited." }, "icon": "cc-by-icon", "id": "cc-by-4.0", "props": { "scheme": "spdx", "url": "https://creativecommons.org/licenses/by/4.0/legalcode" }, "title": { "en": "Creative Commons Attribution 4.0 International" } } ], "subjects": [ { "subject": "machine learning" }, { "subject": "deep learning" }, { "subject": "pythia" }, { "subject": "jet images" }, { "subject": "hep" } ], "title": "Pythia Generated Jet Images for Location Aware Generative Adversarial Network Training" }, "parent": { "access": { "owned_by": { "user": 28246 } }, "communities": {}, "id": "759354", "pids": {} }, "pids": { "doi": { "identifier": "10.17632/4r4v785rgx.1", "provider": "external" }, "oai": { "identifier": "oai:zenodo.org:269622", "provider": "oai" } }, "revision_id": 7, "stats": { "all_versions": { "data_volume": 612738918144.0, "downloads": 276, "unique_downloads": 230, "unique_views": 1058, "views": 1135 }, "this_version": { "data_volume": 608298781056.0, "downloads": 274, "unique_downloads": 228, "unique_views": 1044, "views": 1120 } }, "status": "published", "updated": "2020-01-24T19:26:00.085615+00:00", "versions": { "index": 1, "is_latest": true } }