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CERN Document Server 1,994 records found  1 - 10nextend  jump to record: Search took 0.62 seconds. 
1.
59th Rencontres de Moriond on Gravitation - Moriond Gravitation 2025   30 Mar - 6 Apr 2025  - La Thuile, It  / Dumarchez, J (ed.); Augé, E (ed.)
2025
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2.
Top quark spin and quantum entanglement in the ATLAS experiment / Lysak, Roman (Czech Academy of Sciences (CZ))
Top quark pair spin correlation measurements performed by the ATLAS experiment using pp collisions at the LHC collider at CERN are summarized. [...]
ATL-PHYS-PROC-2025-001. - 2025 - 6.
Original Communication (restricted to ATLAS) - Full text
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3.
Overcoming challenges of quantum interference at LHC with neural simulation-based inference and a full implementation in ATLAS / Ghosh, Aishik (University of California Irvine (US)) /ATLAS Collaboration
Quantum interference between signal and background Feynman diagrams produce non-linear effects that challenge core assumptions going into the statistical analysis methodology in particle physics. I show that for such cases, no single observable can capture all the relevant information needed to perform optimal inference of theory parameters from data collected in our experiments. [...]
ATL-SOFT-SLIDE-2024-613.- Geneva : CERN, 2024 Fulltext: PDF; External link: Original Communication (restricted to ATLAS)
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4.
An implementation of Neural Simulation-Based Inference for Parameter Estimation in ATLAS
Neural Simulation-Based Inference (NSBI) is a powerful class of machine learning (ML)-based methods for statistical inference that naturally handles high-dimensional parameter estimation without the need to bin data into low-dimensional summary histograms. [...]
ATLAS-CONF-2024-015. - 2024 - mult..
Original Communication (restricted to ATLAS) - Full text
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5.
Top spin and quantum entanglement in ATLAS experiment / Lysak, Roman (Czech Academy of Sciences (CZ)) /ATLAS Collaboration
This talk is about the latest ttbar spin correlations and quantum entanglement measurements in ATLAS experiment..
ATL-PHYS-SLIDE-2024-480.- Geneva : CERN, 2024 - 38 p. Fulltext: PDF; External link: Original Communication (restricted to ATLAS)
In : 17th International Workshop on Top Quark Physics, Saint Malo, Fr, 22 - 27 Sep 2024
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6.
Observation of quantum entanglement in top-quark pair production at ATLAS / Jimenez Pena, Javier (The Barcelona Institute of Science and Technology (BIST) (ES)) /ATLAS Collaboration
The talks present the recent measurement from the ATLAS collaboration in which quantum entanglement of top-quarks have been observed for the first time, becoming the test of quantum entanglement at the highest energies ever..
ATL-PHYS-SLIDE-2024-462.- Geneva : CERN, 2024 - 17 p. Fulltext: PDF; External link: Original Communication (restricted to ATLAS)
In : 10th LHC Days in Split, Split, Croatia, 19 - 24 Sep 2016
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7.
Distributed hybrid quantum-classical performance prediction for hyperparameter optimization / Wulff, Eric (CERN) ; Garcia Amboage, Juan Pablo (CERN) ; Aach, Marcel (Julich, Forschungszentrum ; Iceland U.) ; Gislason, Thorsteinn Eli (Iceland U.) ; Ingolfsson, Thorsteinn Kristinn (Iceland U.) ; Ingolfsson, Tomas Kristinn (Iceland U.) ; Pasetto, Edoardo (Julich, Forschungszentrum ; RWTH Aachen U.) ; Delilbasic, Amer (Julich, Forschungszentrum ; Iceland U.) ; Riedel, Morris (Julich, Forschungszentrum ; Iceland U.) ; Sarma, Rakesh (Julich, Forschungszentrum) et al.
Hyperparameter optimization (HPO) of neural networks is a computationally expensive procedure, which requires a large number of different model configurations to be trained. To reduce such costs, this work presents a distributed, hybrid workflow, that runs the training of the neural networks on multiple graphics processing units (GPUs) on a classical supercomputer, while predicting the configurations’ performance with quantum-trained support vector regression (QT-SVR) on a quantum annealer (QA). [...]
2024 - 14 p. - Published in : Quantum Machine Intelligence 6 (2024) 59 Fulltext: PDF;
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8.
Evaluation and Analysis of Microwave Flex Resonators designed to induce the spin-flip in Positrons within the Antihydrogen atoms trapped at the ALPHA apparatus / Ovando Villegas, Themis Coral
The absence of antimatter, the counterpart to matter, represents one of the most profound mysteries in modern physics and is the subject of extensive research at CERN (the European Organization for Nuclear Research). [...]
CERN-STUDENTS-Note-2024-160. - 2024
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9.
Glueball 2-Track Analysis / Ghanim, Naim
The analysis focuses on the search for glueball candidates using two-track events in the CMS and TOTEM experiments at CERN. [...]
CERN-STUDENTS-Note-2024-114. - 2024
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10.
Guided quantum compression for high dimensional data classification / Belis, Vasilis (Zurich, ETH) ; Odagiu, Patrick (Zurich, ETH) ; Grossi, Michele (CERN) ; Reiter, Florentin (Zurich, ETH) ; Dissertori, Günther (Zurich, ETH) ; Vallecorsa, Sofia (CERN)
Quantum machine learning provides a fundamentally different approach to analyzing data. However, many interesting datasets are too complex for currently available quantum computers. [...]
arXiv:2402.09524.- 2024-07-16 - 11 p. - Published in : Mach. Learn. Sci. Tech. 5 (2024) 035010 Fulltext: document - PDF; 2402.09524 - PDF;
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