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Deep Neural Networks for Physics Analysis on low-level whole-detector data at the LHC
/ Bhimji, Wahid (LBNL, Berkeley) ; Farrell, Steven Andrew (LBNL, Berkeley) ; Kurth, Thorsten (LBNL, Berkeley) ; Paganini, Michela (LBNL, Berkeley ; Yale U.) ; Prabhat (LBNL, Berkeley) ; Racah, Evan (LBNL, Berkeley)
There has been considerable recent activity applying deep convolutional neural nets (CNNs) to data from particle physics experiments. Current approaches on ATLAS/CMS have largely focussed on a subset of the calorimeter, and for identifying objects or particular particle types. [...]
arXiv:1711.03573.-
2018-10-18 - 6 p.
- Published in : J. Phys.: Conf. Ser. 1085 (2018) 042034
Fulltext: fulltext1635524 - PDF; Bhimji_2018_J._Phys.__Conf._Ser._1085_042034 - PDF; arXiv:1711.03573 - PDF; Fulltext from Publisher: PDF;
In : 18th International Workshop on Advanced Computing and Analysis Techniques in Physics Research, Seattle, WA, USA, 21 - 25 Aug 2017, pp.042034
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2.
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A Strategic Approach to Advance Magnet Technology for Next Generation Colliders
/ Ambrosio, G. (Fermilab) ; Amm, K. (Brookhaven Natl. Lab.) ; Anerella, M. (Brookhaven Natl. Lab.) ; Apollinari, G. (Fermilab) ; Arbelaez, D. (LBNL, Berkeley) ; Auchmann, B. (PSI, Villigen) ; Balachandran, S. (Natl. High Mag. Field Lab.) ; Baldini, M. (Fermilab) ; Ballarino, A. (CERN) ; Barua, S. (Natl. High Mag. Field Lab.) et al.
Colliders are built on a foundation of superconducting magnet technology that provides strong dipole magnets to maintain the beam orbit and strong focusing magnets to enable the extraordinary luminosity required to probe physics at the energy frontier. [...]
arXiv:2203.13985 ; FERMILAB-CONF-22-283-TD.
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Fermilab Library Server - eConf - Fulltext - Fulltext
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3.
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Snowmass'21 Accelerator Frontier Report
/ Gourlay, S. (LBNL, Berkeley) ; Raubenheimer, T. (SLAC) ; Shiltsev, V. (Fermilab) ; Arduini, G. (CERN) ; Assmann, R. (DESY) ; Barbier, C. (Oak Ridge) ; Bai, M. (SLAC) ; Belomestnykh, S. (Fermilab) ; Bermudez, S. (CERN) ; Bhat, P. (Fermilab) et al.
In 2020-2022, extensive discussions and deliberations have taken place in corresponding topical working groups of the Snowmass Accelerator Frontier (AF) and in numerous joint meetings with other Frontiers, Snowmass-wide meetings, a series of Colloquium-style Agoras, cross-Frontier Forums on muon and electron-positron colliders and the collider Implementation Task Force (ITF). [...]
arXiv:2209.14136 ; FERMILAB-FN-1207-AD.
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Fermilab Library Server - eConf - Fulltext - Fulltext
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Cosmology at high redshift — a probe of fundamental physics
/ Sailer, Noah (UC, Berkeley) ; Castorina, Emanuele (Milan U. ; CERN) ; Ferraro, Simone (LBNL, Berkeley ; UC, Berkeley (main)) ; White, Martin (UC, Berkeley ; LBNL, Berkeley)
An observational program focused on the high redshift ($2<z<6$) Universe has the opportunity to dramatically improve over upcoming LSS and CMB surveys on measurements of both the standard cosmological model and its extensions. Using a Fisher matrix formalism that builds upon recent advances in Lagrangian perturbation theory, we forecast constraints for future spectroscopic and 21-cm surveys on the standard cosmological model, curvature, neutrino mass, relativistic species, primordial features, primordial non-Gaussianity, dynamical dark energy, and gravitational slip. [...]
arXiv:2106.09713.-
2021-12-21 - 62 p.
- Published in : JCAP 2112 (2021) 049
Fulltext: PDF;
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5.
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Sub-jet structure as a discriminating quenching probe
/ Zhang, Xiaoming (LBNL, Berkeley) ; Apolinário, Liliana (Lisbon, CENTRA) ; Milhano, José Guilherme (Lisbon, CENTRA ; CERN) ; Płoskoń, Mateusz (LBNL, Berkeley)
In this work, we propose a new class of jet substructure observables which, unlike fragmentation functions, are largely insensitive to the poorly known physics of hadronization. We show that sub-jet structures provide us with a large discriminating power between different jet quenching Monte Carlo implementations..
arXiv:1512.09255.-
2016-12 - 4 p.
- Published in : Nucl. Phys. A 956 (2016) 597-600
Fulltext: PDF; External link: Preprint
In : 25th International Conference on Ultra-relativistic Nucleus-nucleus Collisions, Kobe, Japan, 27 Sep - 4 Oct 2015, pp.597-600
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6.
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Results of CUORE
/ CUORE Collaboration
The Cryogenic Underground Observatory for Rare Events (CUORE) at the Laboratori Nazionali del Gran Sasso, Italy, is the world's largest bolometric experiment. The detector consists of an array of 988 TeO$_{2}$ crystals, for a total mass of 742 kg. [...]
arXiv:1905.07667.-
2019 - 6 p.
- Published in : (2019) , pp. 189-194
Fulltext: PDF;
In : 54th Rencontres de Moriond on Electroweak Interactions and Unified Theories, La Thuile, Italy, 16 - 23 Mar 2019, pp.189-194
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7.
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Optimal use of Charge Information for the HL-LHC Pixel Detector Readout
/ Chen, Yitian (UC, Berkeley ; Cornell U., Phys. Dept. ; LBL, Berkeley) ; Frangipane, Evan (UC, Berkeley ; LBL, Berkeley) ; Garcia-Sciveres, Maurice (LBL, Berkeley) ; Jeanty, Laura (LBL, Berkeley) ; Nachman, Benjamin (LBL, Berkeley) ; Pagan Griso, Simone (LBL, Berkeley) ; Wang, Fuyue (LBL, Berkeley ; Tsinghua U., Beijing)
The pixel detectors for the High Luminosity upgrades of the ATLAS and CMS detectors will preserve digitized charge information in spite of extremely high hit rates. Both circuit physical size and output bandwidth will limit the number of bits to which charge can be digitized and stored. [...]
arXiv:1710.02582.-
2018-09-11 - 14 p.
Preprint: PDF;
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8.
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The present and future of QCD
/ Achenbach, P. (Jefferson Lab) ; Adhikari, D. (Virginia Tech.) ; Afanasev, A. (George Washington U. ; Jefferson Lab) ; Afzal, F. (Bonn U., HISKP ; Bonn U.) ; Aidala, C.A. (Michigan U.) ; Al-bataineh, A. (Jordan U. Sci. Tech. ; Yarmouk U. ; Kansas U.) ; Almaalol, D.K. (Illinois U., Urbana ; Illinois U., Urbana (main)) ; Amaryan, M. (Old Dominion U. ; Old Dominion U. (main)) ; Androić, D. (Zagreb U.) ; Armstrong, W.R. (Argonne ; Argonne, PHY) et al.
This White Paper presents the community inputs and scientific conclusions from the Hot and Cold QCD Town Meeting that took place September 23-25, 2022 at MIT, as part of the Nuclear Science Advisory Committee (NSAC) 2023 Long Range Planning process. A total of 424 physicists registered for the meeting. [...]
arXiv:2303.02579; JLAB-PHY-23-3808.-
2024-04-15 - 111 p.
- Published in : Nucl. Phys. A 1047 (2024) 122874
Fulltext: 2303.02579 - PDF; Publication - PDF; External link: JLab Document Server
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10.
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The Road Ahead for CODEX-b
/ Aielli, Giulio (Rome U., Tor Vergata) ; Alimena, Juliette (CERN) ; Beacham, James (Duke U.) ; Ben-Haim, Eli (Paris U., VI-VII) ; Borsato, Martino (Kirchhoff Inst. Phys.) ; Charles, Matthew John (Paris U., VI-VII) ; Vidal, Xabier Cid (Santiago de Compostela U., IGFAE) ; Coco, Victor (CERN) ; De Roeck, Albert (CERN) ; Dey, Biplab (Eotvos Lorand U., Budapest, Inst. Theor. Phys.) et al.
In this Snowmass contribution we present a comprehensive status update on the progress and plans for the proposed CODEX-b detector, intended to search for long-lived particles beyond the Standard Model. [...]
arXiv:2203.07316.
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13 p.
eConf - Fulltext
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