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11.
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The DNNLikelihood: enhancing likelihood distribution with Deep Learning
/ Coccaro, Andrea (INFN, Genoa) ; Pierini, Maurizio (CERN) ; Silvestrini, Luca (CERN ; INFN, Rome) ; Torre, Riccardo (INFN, Genoa ; CERN)
We introduce the DNNLikelihood, a novel framework to easily encode, through Deep Neural Networks (DNN), the full experimental information contained in complicated likelihood functions (LFs). We show how to efficiently parametrise the LF, treated as a multivariate function of parameters and nuisance parameters with high dimensionality, as an interpolating function in the form of a DNN predictor. [...]
arXiv:1911.03305; CERN-TH-2019-187.-
2020-07-23 - 44 p.
- Published in : Eur. Phys. J. C 80 (2020) 664
Article from SCOAP3: PDF; Fulltext: PDF; Fulltext from Publisher: PDF;
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12.
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CEPC Conceptual Design Report: Volume 2 - Physics & Detector
/ CEPC Study Group Collaboration
The Circular Electron Positron Collider (CEPC) is a large international scientific facility proposed by the Chinese particle physics community to explore the Higgs boson and provide critical tests of the underlying fundamental physics principles of the Standard Model that might reveal new physics. [...]
arXiv:1811.10545 ; IHEP-CEPC-DR-2018-02 ; IHEP-EP-2018-01 ; IHEP-TH-2018-01.
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2018 - 424.
Fulltext
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13.
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On hadronic uncertainties polluting the New Physics hunt in $b \rightarrow s$ transitions
/ Ciuchini, Marco (INFN, Rome3) ; Coutinho, Antonio M (INFN, Rome3 ; Rome III U.) ; Fedele, Marco (Orsay, LPT) ; Franco, Enrico (INFN, Rome) ; Paul, Ayan (DESY ; Humboldt U., Berlin) ; Silvestrini, Luca (INFN, Rome ; CERN) ; Valli, Mauro (UC, Irvine)
We review the hadronic uncertainties involved in the decay $B \rightarrow K^* \ell^+ \ell^-$, arguing that the non-factorizable hadronic contribution might account for some of the anomalies observed in $b \rightarrow s$ transitions, namely the ones relating to the $P^′_5$ observable. Moreover, we explore how alternative Beyond Standard Model interpretations of the anomalies pattern, e.g. [...]
2019 - 6 p.
- Published in : Nucl. Part. Phys. Proc. 303-305 (2018) 8-13
In : Seventh Workshop on Theory, Phenomenology and Experiments in Flavour Physics and the future of BSM physics, Anacapri, Italy, 8 - 10 Jun 2018, pp.8-13
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14.
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15.
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New Physics in $b \to s \ell^+ \ell^-$ confronts new data on Lepton Universality
/ Ciuchini, Marco (INFN, Rome3) ; Coutinho, António M. (INFN, Rome3 ; Lisbon, CFTP) ; Fedele, Marco (ICC, Barcelona U.) ; Franco, Enrico (INFN, Rome) ; Paul, Ayan (DESY ; Humboldt U., Berlin) ; Silvestrini, Luca (INFN, Rome ; CERN) ; Valli, Mauro (UC, Irvine)
In light of the very recent updates on the $R_K$ and $R_{K^*}$ measurements from the LHCb and Belle collaborations, we systematically explore here imprints of New Physics in $b \to s \ell^+ \ell^- $ transitions using the language of effective field theories. We focus on effects that violate Lepton Flavour Universality both in the Weak Effective Theory and in the Standard Model Effective Field Theory. [...]
arXiv:1903.09632; CERN-TH-2019-033; DESY-19-043; DESY 19-043; UCI-TR-2019-07; UCI-TR-2019-0.-
2019-08-27 - 30 p.
- Published in : Eur. Phys. J. C 79 (2019) 719
Article from SCOAP3: scoap3-fulltext - PDF; scoap - PDF; Fulltext: PDF;
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16.
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17.
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Hadronic uncertainties in the $B\to K^*\mu^+\mu^-$ decay
/ Ciuchini, Marco (INFN, Rome3) ; Coutinho, Antonio M. (INFN, Rome3 ; Rome III U.) ; Fedele, Marco (Orsay, LPT) ; Franco, Enrico (INFN, Rome) ; Paul, Ayan (DESY ; Humboldt U., Berlin) ; Silvestrini, Luca (CERN ; INFN, Rome) ; Valli, Mauro (UC, Irvine)
Motivated by the persisting 'anomaly' in the measurement of $P_5^\prime$, we review hadronic uncertainties entering the angular observables of the decay $\bar B\to {\bar K}^*\mu^+\mu^-$. We argue that hadronic uncertainties could account for the present measurements. [...]
arXiv:1809.03789.-
SISSA, 2018-09-11 - 9 p.
- Published in : PoS BEAUTY2018 (2018) 044
Fulltext: PoS(BEAUTY2018)044 - PDF; 1809.03789 - PDF; External link: PoS server
In : The 17th International Conference on B-Physics at Frontier Machines, Isola D'elba, Italy, 6 - 11 May 2018, pp.044
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18.
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Unitarity Triangle Analysis in the Standard Model and Beyond
/ Alpigiani, Cristiano (Washington U., Seattle) ; Bevan, Adrian (Queen Mary, U. of London) ; Bona, Marcella (Queen Mary, U. of London) ; Ciuchini, Marco (INFN, Rome3) ; Derkach, Denis (Higher Sch. of Economics, Moscow ; Yandex Sch. Data Anal., Moscow) ; Franco, Enrico (INFN, Rome3) ; Lubicz, Vittorio (INFN, Rome3 ; Rome III U.) ; Martinelli, Guido (Rome U.) ; Parodi, Fabrizio (Genoa U. ; INFN, Genoa) ; Pierini, Maurizio (CERN) et al.
Flavour physics represents a unique test bench for the Standard Model (SM). [...]
arXiv:1710.09644.
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2017. - 6 p.
Full text
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19.
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The Global Electroweak and Higgs Fits in the LHC era
/ de Blas, Jorge (Padua U. ; INFN, Padua) ; Ciuchini, Marco (INFN, Rome3) ; Franco, Enrico (INFN, Rome) ; Mishima, Satoshi (KEK, Tsukuba ; KEK, Tanashi) ; Pierini, Maurizio (CERN) ; Reina, Laura (Florida State U.) ; Silvestrini, Luca (INFN, Rome)
We update the global fit to electroweak precision observables, including the effect of the latest measurements at hadron colliders of the $W$ and top-quark masses and the effective leptonic weak mixing angle. We comment on the impact of these measurements in terms of constraints on new physics. [...]
arXiv:1710.05402.-
2017 - 5 p.
- Published in : PoS: EPS-HEP2017 (2017) , pp. 467
Fulltext: arXiv:1710.05402 - PDF; PoS(EPS-HEP2017)467 - PDF; External link: PoS server
In : 5th Conference on Large Hadron Collider Physics 2017, Shanghai, China, 15 - 20 May 2017
2017 European Physical Society Conference on High Energy Physics, Venice, Italy, 05 - 12 Jul 2017, pp.467
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20.
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Updates on fits to electroweak parameters
/ Ciuchini, Marco (INFN, Rome3 ; Rome III U.) ; de Blas, Jorge (Notre Dame U.) ; Franco, Enrico (INFN, Rome) ; Ghosh, Diptimoy (Weizmann Inst.) ; Mishima, Satoshi (KEK, Tsukuba) ; Pierini, Maurizio (CERN) ; Reina, Laura (Florida State U.) ; Silvestrini, Luca (INFN, Rome ; Rome U.)
SISSA, 2016 - 18 p.
- Published in : PoS LeptonPhoton2015 (2016) 013
Fulltext: PDF; External link: PoS server
In : 27th International Symposium on Lepton Photon Interactions at High Energies, Ljubljana, Slovenia, 17 - 22 Aug 2015, pp.013
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