Punzi-loss: A non-differentiable metric approximation for sensitivity optimisation in the search for...
Punzi-loss: A non-differentiable metric approximation for sensitivity optimisation in the search for new particles
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Full title
Author / Creator
Feichtinger, P , Haigh, H , Inguglia, G , Kahn, J , Abudinén, F , Bertemes, M , Bilokin, S , Campajola, M , Casarosa, G , Cunliffe, S , Corona, L , De Nuccio, M , De Pietro, G , Dey, S , Eliachevitch, M , Ferber, T , Gemmler, J , Goldenzweig, P , Gottmann, A , Graziani, E , Hohmann, M , Humair, T , Keck, T , Komarov, I , J -F Krohn , Kuhr, T , Lacaprara, S , Lieret, K , Maiti, R , Martini, A , Meier, F , Metzner, F , Milesi, M , S -H Park , Prim, M , Pulvermacher, C , Ritter, M , Sato, Y , Schwanda, C , Sutcliffe, W , Tamponi, U , Tenchini, F , Urquijo, P , Zani, L , Žlebčík, R and Zupanc, A
Publisher
Ithaca: Cornell University Library, arXiv.org
Journal title
Language
English
Formats
Publication information
Publisher
Ithaca: Cornell University Library, arXiv.org
Subjects
More information
Scope and Contents
Contents
We present the novel implementation of a non-differentiable metric approximation and a corresponding loss-scheduling aimed at the search for new particles of unknown mass in high energy physics experiments. We call the loss-scheduling, based on the minimisation of a figure-of-merit related function typical of particle physics, a Punzi-loss function...
Alternative Titles
Full title
Punzi-loss: A non-differentiable metric approximation for sensitivity optimisation in the search for new particles
Authors, Artists and Contributors
Author / Creator
Haigh, H
Inguglia, G
Kahn, J
Abudinén, F
Bertemes, M
Bilokin, S
Campajola, M
Casarosa, G
Cunliffe, S
Corona, L
De Nuccio, M
De Pietro, G
Dey, S
Eliachevitch, M
Ferber, T
Gemmler, J
Goldenzweig, P
Gottmann, A
Graziani, E
Hohmann, M
Humair, T
Keck, T
Komarov, I
J -F Krohn
Kuhr, T
Lacaprara, S
Lieret, K
Maiti, R
Martini, A
Meier, F
Metzner, F
Milesi, M
S -H Park
Prim, M
Pulvermacher, C
Ritter, M
Sato, Y
Schwanda, C
Sutcliffe, W
Tamponi, U
Tenchini, F
Urquijo, P
Zani, L
Žlebčík, R
Zupanc, A
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_proquest_journals_2579212257
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2579212257
Other Identifiers
E-ISSN
2331-8422
DOI
10.48550/arxiv.2110.00810
