Amplitude analysis of four-body decays using a massively-parallel fitting framework

Feb 22, 2017

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Abstract: (IOP)
The GooFit Framework is designed to perform maximum-likelihood fits for arbitrary functions on various parallel back ends, for example a GPU. We present an extension to GooFit which adds the functionality to perform time-dependent amplitude analyses of pseudoscalar mesons decaying into four pseudoscalar final states. Benchmarks of this functionality show a significant performance increase when utilizing a GPU compared to a CPU. Furthermore, this extension is employed to study the sensitivity on the mixing parameters x and y in a time-dependent amplitude analysis of the decay D0 → K+π−π+π−. Studying a sample of 50 000 events and setting the central values to the world average of x = (0.49 ± 0.15)% and y = (0.61 ± 0.08)%, the statistical sensitivities of x and y are determined to be σ(x) = 0.019 % and σ(y) = 0.019 %.
Note:
  • Proceedings of the 22nd International Conference on Computing in High Energy and Nuclear Physics, CHEP 2016
  • talk: San Francisco 2016/10/14
  • amplitude analysis: time dependence
  • decay: amplitude analysis
  • D0: hadronic decay
  • pi: multiple production
  • sensitivity
  • pseudoscalar meson
  • statistical
  • performance
  • benchmark