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PASCL: supervised contrastive learning with perturbative augmentation for particle decay reconstruction

dc.contributor.authorLu, Junjian
dc.contributor.authorLiu, Siwei
dc.contributor.authorKobylianskii, Dmitrii
dc.contributor.authorDreyer, Etienne
dc.contributor.authorGross, Eilam
dc.contributor.authorLiang, Shangsong
dc.date.accessioned2025-08-18T13:00:03Z
dc.date.available2025-08-18T13:00:03Z
dc.date.issued2024-12
dc.description.statusPeer revieweden
dc.format.extent14
dc.format.extent1870839
dc.identifier302524534
dc.identifierd3ebb05d-31a6-458a-95a5-8ed2b83445eb
dc.identifier85208225784
dc.identifier.citationLu, J, Liu, S, Kobylianskii, D, Dreyer, E, Gross, E & Liang, S 2024, 'PASCL: supervised contrastive learning with perturbative augmentation for particle decay reconstruction', Machine Learning: Science and Technology, vol. 5, no. 4, 045028. https://doi.org/10.1088/2632-2153/ad8060en
dc.identifier.doi10.1088/2632-2153/ad8060
dc.identifier.iss4en
dc.identifier.otherORCID: /0000-0002-7326-2883/work/170473335
dc.identifier.urihttps://hdl.handle.net/2164/25872
dc.identifier.vol5en
dc.language.isoeng
dc.relation.ispartofMachine Learning: Science and Technologyen
dc.subjectgraph neural networken
dc.subjectsupervised contrastive learningen
dc.subjectdata augmentationen
dc.subjectparticle reconstructionen
dc.subjectQC Physicsen
dc.subjectSupplementary Dataen
dc.subjectDASen
dc.subject.lccQCen
dc.titlePASCL: supervised contrastive learning with perturbative augmentation for particle decay reconstructionen
dc.typeJournal articleen

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