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1
Machine Learning in High Energy Physics Community White Paper
Machine Learning in High Energy Physics Community White Paper
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Machine Learning in High Energy Physics Community White Paper

Journal of physics. Conference series, 2018-09, Vol.1085 (2), p.22008 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;2018. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;ISSN: 1742-6596 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1085/2/022008

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2
Deep Neural Networks for Physics Analysis on low-level whole-detector data at the LHC
Deep Neural Networks for Physics Analysis on low-level whole-detector data at the LHC
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Deep Neural Networks for Physics Analysis on low-level whole-detector data at the LHC

Journal of physics. Conference series, 2018-09, Vol.1085 (4), p.42034 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;2018. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1085/4/042034

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3
Three dimensional Generative Adversarial Networks for fast simulation
Three dimensional Generative Adversarial Networks for fast simulation
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Three dimensional Generative Adversarial Networks for fast simulation

Journal of physics. Conference series, 2018-09, Vol.1085 (3), p.32016 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;2018. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1085/3/032016

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4
Controlling Physical Attributes in GAN-Accelerated Simulation of Electromagnetic Calorimeters
Controlling Physical Attributes in GAN-Accelerated Simulation of Electromagnetic Calorimeters
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Controlling Physical Attributes in GAN-Accelerated Simulation of Electromagnetic Calorimeters

Journal of physics. Conference series, 2018-09, Vol.1085 (4), p.42017 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;2018. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1085/4/042017

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5
Generative models for fast simulation
Generative models for fast simulation
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Generative models for fast simulation

Journal of physics. Conference series, 2018-09, Vol.1085 (2), p.22005 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1085/2/022005

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6
High-speed evaluation of loop integrals using lattice rules
High-speed evaluation of loop integrals using lattice rules
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High-speed evaluation of loop integrals using lattice rules

Journal of physics. Conference series, 2018-09, Vol.1085 (5), p.52005 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;2018. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1085/5/052005

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7
Direct numerical computation and its application to the higher-order radiative corrections
Direct numerical computation and its application to the higher-order radiative corrections
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Direct numerical computation and its application to the higher-order radiative corrections

Journal of physics. Conference series, 2018-09, Vol.1085 (5), p.52002 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;2018. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1085/5/052002

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8
The R-operation and combinatorial challenges at five loops
The R-operation and combinatorial challenges at five loops
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The R-operation and combinatorial challenges at five loops

Journal of physics. Conference series, 2018-09, Vol.1085 (5), p.52006 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;2018. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1085/5/052006

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9
A federated Xrootd cache
A federated Xrootd cache
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A federated Xrootd cache

Journal of physics. Conference series, 2018-09, Vol.1085 (3), p.32025 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;2018. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1085/3/032025

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10
A minimally invasive strategy for NNLO event files
A minimally invasive strategy for NNLO event files
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A minimally invasive strategy for NNLO event files

Journal of physics. Conference series, 2018-09, Vol.1085 (5), p.52017 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;2018. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1085/5/052017

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11
Four-point function in general kinematics through geometrical splitting and reduction
Four-point function in general kinematics through geometrical splitting and reduction
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Four-point function in general kinematics through geometrical splitting and reduction

Journal of physics. Conference series, 2018-09, Vol.1085 (5), p.52016 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;2018. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1085/5/052016

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12
A quantitative review of data formats for HEP analyses
A quantitative review of data formats for HEP analyses
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A quantitative review of data formats for HEP analyses

Journal of physics. Conference series, 2018-09, Vol.1085 (3), p.32020 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;2018. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1085/3/032020

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13
On the algorithm to find S-related Lie algebras
On the algorithm to find S-related Lie algebras
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On the algorithm to find S-related Lie algebras

Journal of physics. Conference series, 2018-09, Vol.1085 (5), p.52011 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;2018. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1085/5/052011

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14
A development of an accelerator board dedicated for multi-precision arithmetic operations and its application to Feynman loop integrals II
A development of an accelerator board dedicated for multi-precision arithmetic operations and its application to Feynman loop integrals II
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A development of an accelerator board dedicated for multi-precision arithmetic operations and its application to Feynman loop integrals II

Journal of physics. Conference series, 2018-09, Vol.1085 (5), p.52004 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;2018. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1085/5/052004

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15
Boosted Decision Trees in the Level-1 Muon Endcap Trigger at CMS
Boosted Decision Trees in the Level-1 Muon Endcap Trigger at CMS
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Boosted Decision Trees in the Level-1 Muon Endcap Trigger at CMS

Journal of physics. Conference series, 2018-09, Vol.1085 (4), p.42042 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;2018. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1085/4/042042

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16
Hydra: a C++11 framework for data analysis in massively parallel platforms
Hydra: a C++11 framework for data analysis in massively parallel platforms
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Hydra: a C++11 framework for data analysis in massively parallel platforms

Journal of physics. Conference series, 2018-09, Vol.1085 (4), p.42013 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;2018. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1085/4/042013

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17
LEAF: A data cache and access system across remote sites
LEAF: A data cache and access system across remote sites
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LEAF: A data cache and access system across remote sites

Journal of physics. Conference series, 2018-09, Vol.1085 (3), p.32008 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;2018. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1085/3/032008

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18
End-to-End Event Classification of High-Energy Physics Data
End-to-End Event Classification of High-Energy Physics Data
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End-to-End Event Classification of High-Energy Physics Data

Journal of physics. Conference series, 2018-09, Vol.1085 (4), p.42022 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;2018. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1085/4/042022

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19
Learning to Remove Pileup at the LHC with Jet Images
Learning to Remove Pileup at the LHC with Jet Images
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Learning to Remove Pileup at the LHC with Jet Images

Journal of physics. Conference series, 2018-09, Vol.1085 (4), p.42010 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;2018. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1085/4/042010

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20
Mastering Opportunistic Computing Resources for HEP
Mastering Opportunistic Computing Resources for HEP
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Mastering Opportunistic Computing Resources for HEP

Journal of physics. Conference series, 2018-09, Vol.1085 (3), p.32056 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;2018. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1085/3/032056

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