PASCL: supervised contrastive learning with perturbative augmentation for particle decay reconstruction
| dc.contributor.author | Lu, Junjian | |
| dc.contributor.author | Liu, Siwei | |
| dc.contributor.author | Kobylianskii, Dmitrii | |
| dc.contributor.author | Dreyer, Etienne | |
| dc.contributor.author | Gross, Eilam | |
| dc.contributor.author | Liang, Shangsong | |
| dc.date.accessioned | 2025-08-18T13:00:03Z | |
| dc.date.available | 2025-08-18T13:00:03Z | |
| dc.date.issued | 2024-12 | |
| dc.description.status | Peer reviewed | en |
| dc.format.extent | 14 | |
| dc.format.extent | 1870839 | |
| dc.identifier | 302524534 | |
| dc.identifier | d3ebb05d-31a6-458a-95a5-8ed2b83445eb | |
| dc.identifier | 85208225784 | |
| dc.identifier.citation | Lu, 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/ad8060 | en |
| dc.identifier.doi | 10.1088/2632-2153/ad8060 | |
| dc.identifier.iss | 4 | en |
| dc.identifier.other | ORCID: /0000-0002-7326-2883/work/170473335 | |
| dc.identifier.uri | https://hdl.handle.net/2164/25872 | |
| dc.identifier.vol | 5 | en |
| dc.language.iso | eng | |
| dc.relation.ispartof | Machine Learning: Science and Technology | en |
| dc.subject | graph neural network | en |
| dc.subject | supervised contrastive learning | en |
| dc.subject | data augmentation | en |
| dc.subject | particle reconstruction | en |
| dc.subject | QC Physics | en |
| dc.subject | Supplementary Data | en |
| dc.subject | DAS | en |
| dc.subject.lcc | QC | en |
| dc.title | PASCL: supervised contrastive learning with perturbative augmentation for particle decay reconstruction | en |
| dc.type | Journal article | en |
Files
Original bundle
1 - 1 of 1
- Name:
- Lu_etal_MLST_PASCL_Supervised_Constrative_VOR.pdf
- Size:
- 1.78 MB
- Format:
- Adobe Portable Document Format
