Potential for optimizing the Higgs boson CP measurement in H →ττ decays at the LHC including machine learning techniques

Physical Review D

Volumn 94, Issue 9, 2016, Pages

  Jozefowicz R ^a   Richter Was, E ^b   Was, Z ^c  

^a OpenAI LLC   (United States)

^b JAGIELLONIAN UNIVERSITY   (Poland)

^c INSTITUTE OF NUCLEAR PHYSICS   (Poland)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84994651162     PISSN: 24700010     EISSN: 24700029     Source Type: Journal    
DOI: 10.1103/PhysRevD.94.093001     Document Type: Article

References (30)

1. G. Aad (ATLAS Collaboration), Phys. Lett. B 716, 1 (2012). PYLBAJ 0370-2693 10.1016/j.physletb.2012.08.020
2. S. Chatrchyan (CMS Collaboration), Phys. Lett. B 716, 30 (2012). PYLBAJ 0370-2693 10.1016/j.physletb.2012.08.021
3. G. Aad (ATLAS Collaboration), Phys. Lett. B 726, 120 (2013). PYLBAJ 0370-2693 10.1016/j.physletb.2013.08.026
4. V. Khachatryan (CMS Collaboration), Phys. Rev. D 92, 012004 (2015). PRVDAQ 1550-7998 10.1103/PhysRevD.92.012004
5. G. Aad (ATLAS and CMS Collaborations), Phys. Rev. Lett. 114, 191803 (2015). PRLTAO 0031-9007 10.1103/PhysRevLett.114.191803
6. G. Aad (ATLAS and CMS Collaborations), J. High Energy Phys. 08 (2016) 045. JHEPFG 1029-8479 10.1007/JHEP08(2016)045
7. G. Aad (ATLAS Collaboration), Eur. Phys. J. C 75, 476 (2015) EPCFFB 1434-6044 10.1140/epjc/s10052-015-3685-1
8. [G. Aad (ATLAS Collaboration) Eur. Phys. J. C 76, 152(E) (2016)]. EPCFFB 1434-6044 10.1140/epjc/s10052-016-3934-y
9. M. Kramer, J. H. Kuhn, M. L. Stong, and P. M. Zerwas, Z. Phys. C 64, 21 (1994). ZPCFD2 0170-9739 10.1007/BF01557231
10. G. R. Bower, T. Pierzchala, Z. Was, and M. Worek, Phys. Lett. B 543, 227 (2002). PYLBAJ 0370-2693 10.1016/S0370-2693(02)02445-0
11. T. Przedzinski, E. Richter-Was, and Z. Was, Eur. Phys. J. C 74, 3177 (2014). EPCFFB 1434-6044 10.1140/epjc/s10052-014-3177-8
12. A. Rouge, Phys. Lett. B 619, 43 (2005). PYLBAJ 0370-2693 10.1016/j.physletb.2005.05.076
13. S. Berge and W. Bernreuther, Phys. Lett. B 671, 470 (2009). PYLBAJ 0370-2693 10.1016/j.physletb.2008.12.065
14. S. Berge, W. Bernreuther, B. Niepelt, and H. Spiesberger, Phys. Rev. D 84, 116003 (2011). PRVDAQ 1550-7998 10.1103/PhysRevD.84.116003
15. S. Berge, W. Bernreuther, and H. Spiesberger, Phys. Lett. B 727, 488 (2013). PYLBAJ 0370-2693 10.1016/j.physletb.2013.11.006
16. S. Berge, W. Bernreuther, and S. Kirchner, Eur. Phys. J. C 74, 3164 (2014). EPCFFB 1434-6044 10.1140/epjc/s10052-014-3164-0
17. S. Berge, W. Bernreuther, and S. Kirchner, Phys. Rev. D 92, 096012 (2015). PRVDAQ 1550-7998 10.1103/PhysRevD.92.096012
18. K. Desch, Z. Was, and M. Worek, Eur. Phys. J. C 29, 491 (2003). EPCFFB 1434-6044 10.1140/epjc/s2003-01231-4
19. G. Aad (ATLAS Collaboration), Eur. Phys. J. C 76, 295 (2016). EPCFFB 1434-6044 10.1140/epjc/s10052-016-4110-0
20. S. Chatrchyan (CMS Collaboration), J. Instrum. 7, P01001 (2012). JIONAS 1748-0221 10.1088/1748-0221/7/01/P01001
21. R. Aaij (LHCb Collaboration), Int. J. Mod. Phys. A 30, 1530022 (2015). IMPAEF 0217-751X 10.1142/S0217751X15300227
22. K. A. Olive (Particle Data Group Collaboration), Chin. Phys. C 38, 090001 (2014). CPCHCQ 1674-1137 10.1088/1674-1137/38/9/090001
23. N. Davidson, G. Nanava, T. Przedzinski, E. Richter-Was, and Z. Was, Comput. Phys. Commun. 183, 821 (2012). CPHCBZ 0010-4655 10.1016/j.cpc.2011.12.009
24. K. Desch, A. Imhof, Z. Was, and M. Worek, Phys. Lett. B 579, 157 (2004). PYLBAJ 0370-2693 10.1016/j.physletb.2003.10.074
25. Y. LeCun, Y. Bengio, and G. Hinton, Nature (London) 521, 436 (2015). NATUAS 0028-0836 10.1038/nature14539
26. D. M. Green and J. A. Swets, Signal Detection Theory and Psychophysics (John Wiley and Sons, New York, 1966).
27. D. Kingma and J. Ba, arXiv:1412.6980.
28. S. Ioffe and C. Szegedy, arXiv:1502.03167.
29. N. Srivastava, G. E. Hinton, A. Krizhevsky, I. Sutskever, and R. Salakhutdinov, J. Machine Learning Res. 15, 1929 (2014).
30. M. Abadi, arXiv:1603.04467.