Wing Sheung Chan

154 Bibliography [96] D. P. Kingma and J. Ba, Adam: A Method for Stochastic Optimization , 2014, arXiv: 1412.6980 [cs.LG] (cit. on pp. 78, 81) . [97] R. A. Dunne and N. A. Campbell, “On the pairing of the softmax activation and cross-entropy penalty functions and the derivation of the softmax activation function”, Proc. 8th Aust. Conf. on the Neural Networks, Melbourne , 1997, pp. 181–185 (cit. on p. 82) . [98] T. Sjöstrand et al., An introduction to PYTHIA 8.2 , Comput. Phys. Commun. 191 (2015) 159, doi : 10.1016/j.cpc.2015.01.024 , arXiv: 1410.3012 [hep-ph] (cit. on p. 86) . [99] ATLAS Collaboration, ATLAS Pythia 8 tunes to 7 TeV data , ATL-PHYS-PUB- 2014-021, 2014, url : https://cds.cern.ch/record/1966419 (cit. on p. 86) . [100] R. D. Ball et al., Parton distributions with LHC data , Nucl. Phys. B 867 (2013) 244, doi : 10.1016/j.nuclphysb.2012.10.003 , arXiv: 1207.1303 [hep-ph] (cit. on p. 86) . [101] E. Bothmann et al., Event Generation with Sherpa 2.2 , SciPost Phys. 7 (2019) 034, doi : 10.21468/SciPostPhys.7.3.034 , arXiv: 1905.09127 [hep-ph] (cit. on p. 86) . [102] T. Gleisberg and S. Höche, Comix, a new matrix element generator , JHEP 12 (2008) 039, doi : 10.1088/1126-6708/2008/12/039 , arXiv: 0808.3674 [hep-ph] (cit. on p. 86) . [103] F. Buccioni et al., OpenLoops 2 , Eur. Phys. J. C 79 (2019) 866, doi : 10.1140/ epjc/s10052-019-7306-2 , arXiv: 1907.13071 [hep-ph] (cit. on p. 86) . [104] F. Cascioli, P. Maierhöfer, and S. Pozzorini, Scattering Amplitudes with Open Loops , Phys. Rev. Lett. 108 (2012) 111601, doi : 10.1103/PhysRevLett.108.111601 , arXiv: 1111.5206 [hep-ph] (cit. on p. 86) . [105] A. Denner, S. Dittmaier, and L. Hofer, Collier: A fortran-based complex one-loop library in extended regularizations , Comput. Phys. Commun. 212 (2017) 220, doi : 10.1016/j.cpc.2016.10.013 , arXiv: 1604.06792 [hep-ph] (cit. on p. 86) . [106] S. Schumann and F. Krauss, A parton shower algorithm based on Catani–Seymour dipole factorisation , JHEP 03 (2008) 038, doi : 10.1088/1126-6708/2008/03/038 , arXiv: 0709.1027 [hep-ph] (cit. on p. 86) . [107] S. Höche, F. Krauss, M. Schönherr, and F. Siegert, A critical appraisal of NLO+PS matching methods , JHEP 09 (2012) 049, doi : 10.1007/JHEP09(2012)049 , arXiv: 1111.1220 [hep-ph] (cit. on p. 86) . [108] S. Höche, F. Krauss, M. Schönherr, and F. Siegert, QCD matrix elements + parton showers. The NLO case , JHEP 04 (2013) 027, doi : 10.1007/JHEP04(2013)027 , arXiv: 1207.5030 [hep-ph] (cit. on p. 86) . [109] S. Catani, F. Krauss, R. Kuhn, and B. R. Webber, QCD Matrix Elements + Parton Showers , JHEP 11 (2001) 063, doi : 10.1088/1126-6708/2001/11/063 , arXiv: hep-ph/0109231 (cit. on p. 86) .

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