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000642399 1001_ $$0P:(DE-H253)PIP1005858$$aKogler, Roman$$b0
000642399 1112_ $$aDPG Spring Meeting (German Physical Society)$$cGöttingen$$d2025-03-31 - 2025-04-04$$gDPG 2025$$wGermany
000642399 245__ $$aMachine Learning Assisted Reconstruction of Hadron-Collider Events using Mini-Jets
000642399 260__ $$c2025
000642399 3367_ $$033$$2EndNote$$aConference Paper
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000642399 520__ $$aReconstructing impactful physical observables from hadron collider data represents challenges due to combinatorial ambiguities and experimental effects. We propose a novel approach using mini-jets (R=0.1) as the sole reconstructed objects, employing a deep neural network for observable determination. This method condenses full event information into a manageable size, demonstrating superior efficiency and generality compared to classical algorithms for future LHC analyses.
000642399 536__ $$0G:(DE-HGF)POF4-611$$a611 - Fundamental Particles and Forces (POF4-611)$$cPOF4-611$$fPOF IV$$x0
000642399 693__ $$0EXP:(DE-H253)LHC-Exp-other-20150101$$1EXP:(DE-588)4398783-7$$5EXP:(DE-H253)LHC-Exp-other-20150101$$aLHC$$eLHC: Other$$x0
000642399 7001_ $$0P:(DE-H253)PIP1115280$$aMurnauer, Josef Modestus$$b1$$eCorresponding author
000642399 7001_ $$0P:(DE-H253)PIP1117556$$aKluth, Stefan$$b2
000642399 7001_ $$0P:(DE-H253)PIP1009265$$aBritzger, Daniel$$b3
000642399 7870_ $$0PUBDB-2025-03688$$aBlekman, Freya et.al.$$d2025$$iIsMemberOf$$r$$tSearch for 3 top BSM resonances in boosted all hadronic final state
000642399 8564_ $$uhttps://www.dpg-verhandlungen.de/year/2025/conference/goettingen/part/t/session/103/contribution/3
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000642399 9131_ $$0G:(DE-HGF)POF4-611$$1G:(DE-HGF)POF4-610$$2G:(DE-HGF)POF4-600$$3G:(DE-HGF)POF4$$4G:(DE-HGF)POF$$aDE-HGF$$bForschungsbereich Materie$$lMatter and the Universe$$vFundamental Particles and Forces$$x0
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