Speaker
Description
Over the last few years, progress in analysis of massively multidimensional distribution was achieved for the broad range of applications in Industry, Science and in particular in domain of High Energy physics. In the talk use of such techniques for Higgs boson parity measurement using its cascade decay into tau leptons and later into 3pi decay modes will be used as an example. The use of weighted event samples was very practical and helped to establish distance between events important for the ML applications.
Convenient for that purpose properties of the Tauola Monte Carlo will be presented. The new version feature interface between Monte Carlo library and hadronic currents to be prepared by phenomenologists and/or experimental physicists at the time of data analysis.
The flexibility in that respect of Monte Carlo programs and of the fitting programs, is of importance as precision of tau decay measurements is usually higher than that of the predictions obtained from theoretical considerations of intermediate energy strong interactions. Good technical arrangements can be helpful for the future studies.
