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| 001 | 642404 | ||
| 005 | 20251213145853.0 | ||
| 037 | _ | _ | |a PUBDB-2025-05555 |
| 041 | _ | _ | |a English |
| 100 | 1 | _ | |a Sanjrani, Muhammad Shahzad |0 P:(DE-H253)PIP1103348 |b 0 |e Corresponding author |u desy |
| 111 | 2 | _ | |a DPG Spring Meeting (German Physical Society) |g DPG2025 |c Göttingen |d 2025-03-31 - 2025-04-04 |w Germany |
| 245 | _ | _ | |a Search for new physics in all-hadronic tttt using ML with the CMS experiment |
| 260 | _ | _ | |c 2025 |
| 336 | 7 | _ | |a Conference Paper |0 33 |2 EndNote |
| 336 | 7 | _ | |a Other |2 DataCite |
| 336 | 7 | _ | |a INPROCEEDINGS |2 BibTeX |
| 336 | 7 | _ | |a conferenceObject |2 DRIVER |
| 336 | 7 | _ | |a LECTURE_SPEECH |2 ORCID |
| 336 | 7 | _ | |a Conference Presentation |b conf |m conf |0 PUB:(DE-HGF)6 |s 1765634084_2418150 |2 PUB:(DE-HGF) |
| 520 | _ | _ | |a There is current interest in searching for beyond the standard model particles produced in association with a top quark pair, tt + X(X→ t t). This project focuses on a top-philic Z* resonance model that may significantly enhance the tttt cross section. The all-hadronic channel is explored in the resolved regime using a novel machine learning algorithm, SPA-Net, which performs permutation-invariant jet-parton assignment to reconstruct events. This talk presents initial limits using this network to discriminate signal against large QCD multijet- and tt-dominated backgrounds. Studies shown use Monte Carlo simulations of proton-proton collision data gathered by the CMS detector at the LHC. |
| 536 | _ | _ | |a 611 - Fundamental Particles and Forces (POF4-611) |0 G:(DE-HGF)POF4-611 |c POF4-611 |f POF IV |x 0 |
| 693 | _ | _ | |a LHC |e LHC: CMS |1 EXP:(DE-588)4398783-7 |0 EXP:(DE-H253)LHC-Exp-CMS-20150101 |5 EXP:(DE-H253)LHC-Exp-CMS-20150101 |x 0 |
| 700 | 1 | _ | |a Blekman, Freya |0 P:(DE-H253)PIP1097620 |b 1 |u desy |
| 700 | 1 | _ | |a Goldstein, Joel |0 P:(DE-HGF)0 |b 2 |
| 787 | 0 | _ | |a Blekman, Freya et.al. |d 2025 |i IsMemberOf |0 PUBDB-2025-03688 |r |t Search for 3 top BSM resonances in boosted all hadronic final state |
| 856 | 4 | _ | |u https://www.dpg-verhandlungen.de/year/2025/conference/goettingen/part/t/session/66/contribution/1 |
| 910 | 1 | _ | |a Deutsches Elektronen-Synchrotron |0 I:(DE-588b)2008985-5 |k DESY |b 0 |6 P:(DE-H253)PIP1103348 |
| 910 | 1 | _ | |a External Institute |0 I:(DE-HGF)0 |k Extern |b 0 |6 P:(DE-H253)PIP1103348 |
| 910 | 1 | _ | |a Deutsches Elektronen-Synchrotron |0 I:(DE-588b)2008985-5 |k DESY |b 1 |6 P:(DE-H253)PIP1097620 |
| 910 | 1 | _ | |a External Institute |0 I:(DE-HGF)0 |k Extern |b 1 |6 P:(DE-H253)PIP1097620 |
| 913 | 1 | _ | |a DE-HGF |b Forschungsbereich Materie |l Matter and the Universe |1 G:(DE-HGF)POF4-610 |0 G:(DE-HGF)POF4-611 |3 G:(DE-HGF)POF4 |2 G:(DE-HGF)POF4-600 |4 G:(DE-HGF)POF |v Fundamental Particles and Forces |x 0 |
| 920 | 1 | _ | |0 I:(DE-H253)CMS-20120731 |k CMS |l LHC/CMS Experiment |x 0 |
| 980 | _ | _ | |a conf |
| 980 | _ | _ | |a EDITORS |
| 980 | _ | _ | |a VDBINPRINT |
| 980 | _ | _ | |a I:(DE-H253)CMS-20120731 |
| 980 | _ | _ | |a UNRESTRICTED |
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