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Standard Model (SM) background events and a diverse set of beyond Standard Model (BSM) signals with 2 leptons, 1 b-jet and  H_T > 500 GeV in the final state were simulated.\n\nThe SM background was generated at leading order, and it includes Z+jets, ttbar, WW, WZ and ZZ subsamples. The processes were generated in kinematic regions to ensure good statistics across the whole phase space. The sampling was carried out using event generation filters at parton level as follows:\n\nttbar: pT <100 GeV; pT in [100, 250] GeV; pT > 250 GeV\nThe scalar sum of the pT of outgoing particles (ST) for Z+Jet: ST < 250 Gev; ST in [250, 500] GeV; ST > 500 GeV\nW/Z pT for dibosons: pT < 250 GeV; pT in [250, 500] GeV; pT > 500 GeV\nThe BSM signals include:\n\nPair production of heavy vector-like T quarks, with T masses mT = {1.0, 1.4} TeV;\ntZ production through a flavour-changing neutral current vertex;\nProduction of a Randall-Sundrum  radion R  with mR = 4 TeV;\nTop quark pair production in association with a heavy Higgs boson H' (2HDM), with mH' = 400 GeV;\nProduction of  W_R, decaying N_R, and a charged lepton, with masses mW_R = 6.5 TeV and mN_R = 1.5 TeV (Left-Right Symmetric Model).\nAll samples were generated using MadGraph5 2.6.5, and the detector was simulated using Delphes 3 with the default CMS card. Pythia 8.2 was used for the hadronisation of the events. The features are in Cartesian coordinates, and the accumulation at zeros from non-reconstructed objects (i.e. missing values) is removed. Each file provides a train:validation:test split with the ratio 1:1:1 to ensure equal statistical description of the events. \n\nThe events were generated with the support of the Nacional de Computação Avançada (CNCA) under the 2023.10635.CPCA.A1 project."}}]},{"typeName":"subject","multiple":true,"typeClass":"controlledVocabulary","value":["Physics"]},{"typeName":"keyword","multiple":true,"typeClass":"compound","value":[{"keywordValue":{"typeName":"keywordValue","multiple":false,"typeClass":"primitive","value":"LIP-Machine Learning"}}]},{"typeName":"notesText","multiple":false,"typeClass":"primitive","value":"Abreu de Souza, F., Barros, M., Castro, N., Crispim Romão, M., & Pedro, R. (2025). Simulated pp collisions at 13 TeV for Standard Model background and beyond Standard Model signals with 2 leptons, 1-bjet and high HT [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15423467"},{"typeName":"producer","multiple":true,"typeClass":"compound","value":[{"producerName":{"typeName":"producerName","multiple":false,"typeClass":"primitive","value":"Laboratório de Instrumentação e Física Experimental de Partículas"},"producerAbbreviation":{"typeName":"producerAbbreviation","multiple":false,"typeClass":"primitive","value":"LIP"}}]},{"typeName":"depositor","multiple":false,"typeClass":"primitive","value":"Gomes, Jorge"},{"typeName":"dateOfDeposit","multiple":false,"typeClass":"primitive","value":"2025-12-29"}]}},"files":[{"label":"2HDM_cartesian.h5","restricted":false,"version":1,"datasetVersionId":5,"dataFile":{"id":29429,"persistentId":"","filename":"2HDM_cartesian.h5","contentType":"application/x-hdf","friendlyType":"Hierarchical Data Format","filesize":17426104,"storageIdentifier":"minio://repositorio-acnca:19b6b0a68e7-64912bcc692c","rootDataFileId":-1,"md5":"2cde310f5ac080ff1d78a136baf2dfed","checksum":{"type":"MD5","value":"2cde310f5ac080ff1d78a136baf2dfed"},"tabularData":false,"creationDate":"2025-12-29","publicationDate":"2025-12-30","lastUpdateTime":"2025-12-30T13:24:26Z","fileAccessRequest":true}},{"label":"bkg_cartesian.h5","restricted":false,"version":1,"datasetVersionId":5,"dataFile":{"id":29434,"persistentId":"","filename":"bkg_cartesian.h5","contentType":"application/x-hdf","friendlyType":"Hierarchical Data Format","filesize":459996792,"storageIdentifier":"minio://repositorio-acnca:19b6b0a69b3-7011d5a87ed6","rootDataFileId":-1,"md5":"381b8178e06bfc5636e3aa6bab033e1e","checksum":{"type":"MD5","value":"381b8178e06bfc5636e3aa6bab033e1e"},"tabularData":false,"creationDate":"2025-12-29","publicationDate":"2025-12-30","lastUpdateTime":"2025-12-30T13:24:26Z","fileAccessRequest":true}},{"label":"fcnc_cartesian.h5","restricted":false,"version":1,"datasetVersionId":5,"dataFile":{"id":29431,"persistentId":"","filename":"fcnc_cartesian.h5","contentType":"application/x-hdf","friendlyType":"Hierarchical Data Format","filesize":42886136,"storageIdentifier":"minio://repositorio-acnca:19b6b0a6a73-b17171da2174","rootDataFileId":-1,"md5":"835a6aaafd1b8cd8ab8733a0f65464d7","checksum":{"type":"MD5","value":"835a6aaafd1b8cd8ab8733a0f65464d7"},"tabularData":false,"creationDate":"2025-12-29","publicationDate":"2025-12-30","lastUpdateTime":"2025-12-30T13:24:26Z","fileAccessRequest":true}},{"label":"hq1000_cartesian.h5","restricted":false,"version":1,"datasetVersionId":5,"dataFile":{"id":29433,"persistentId":"","filename":"hq1000_cartesian.h5","contentType":"application/x-hdf","friendlyType":"Hierarchical Data Format","filesize":19464800,"storageIdentifier":"minio://repositorio-acnca:19b6b0a6c9c-0da3ec6cd968","rootDataFileId":-1,"md5":"722e23918c2ea9713c70adfb1108d303","checksum":{"type":"MD5","value":"722e23918c2ea9713c70adfb1108d303"},"tabularData":false,"creationDate":"2025-12-29","publicationDate":"2025-12-30","lastUpdateTime":"2025-12-30T13:24:26Z","fileAccessRequest":true}},{"label":"hq1400_cartesian.h5","restricted":false,"version":1,"datasetVersionId":5,"dataFile":{"id":29428,"persistentId":"","filename":"hq1400_cartesian.h5","contentType":"application/x-hdf","friendlyType":"Hierarchical Data Format","filesize":17373144,"storageIdentifier":"minio://repositorio-acnca:19b6b0a6e70-227b5b7cd002","rootDataFileId":-1,"md5":"c3132f837d7fb635db3eaccc69b75248","checksum":{"type":"MD5","value":"c3132f837d7fb635db3eaccc69b75248"},"tabularData":false,"creationDate":"2025-12-29","publicationDate":"2025-12-30","lastUpdateTime":"2025-12-30T13:24:26Z","fileAccessRequest":true}},{"label":"lrsm_cartesian.h5","restricted":false,"version":1,"datasetVersionId":5,"dataFile":{"id":29430,"persistentId":"","filename":"lrsm_cartesian.h5","contentType":"application/x-hdf","friendlyType":"Hierarchical Data Format","filesize":16031448,"storageIdentifier":"minio://repositorio-acnca:19b6b0a7b26-f575b7018103","rootDataFileId":-1,"md5":"0e3e900ee65ac7a561a463b549c946a6","checksum":{"type":"MD5","value":"0e3e900ee65ac7a561a463b549c946a6"},"tabularData":false,"creationDate":"2025-12-29","publicationDate":"2025-12-30","lastUpdateTime":"2025-12-30T13:24:26Z","fileAccessRequest":true}},{"label":"rs_bulk_b2L_cartesian.h5","restricted":false,"version":1,"datasetVersionId":5,"dataFile":{"id":29432,"persistentId":"","filename":"rs_bulk_b2L_cartesian.h5","contentType":"application/x-hdf","friendlyType":"Hierarchical Data Format","filesize":17039840,"storageIdentifier":"minio://repositorio-acnca:19b6b0a7a41-58c84b7be98b","rootDataFileId":-1,"md5":"a13f913e6cd750c85a6196c712fab275","checksum":{"type":"MD5","value":"a13f913e6cd750c85a6196c712fab275"},"tabularData":false,"creationDate":"2025-12-29","publicationDate":"2025-12-30","lastUpdateTime":"2025-12-30T13:24:26Z","fileAccessRequest":true}}],"citation":"Fernando Abreu de Souza; 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