10–14 Oct 2016
San Francisco Marriott Marquis
America/Los_Angeles timezone

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

11 Oct 2016, 15:30
1h 15m
San Francisco Marriott Marquis

San Francisco Marriott Marquis

Poster Track 5: Software Development Posters A / Break

Speaker

Michael David Sokoloff (University of Cincinnati (US))

Description

GooFit, a GPU-friendly framework for doing maximum-likelihood fits, has been extended in functionality to do a full amplitude analysis of scalar mesons decaying into four final states via various combinations of intermediate resonances. Recurring resonances in different amplitudes are recognized and only calculated once, to save memory and execution time. As an example, this tool can be used to study the amplitude structure of the decay $D^0\rightarrow K^-\pi^+\pi^+\pi^-$ as well as a time-dependent amplitude analysis of $D^0\rightarrow K^+\pi^+\pi^-\pi^-$ to determine particle-antiparticle oscillation and CP violation parameters. GooFit uses the Thrust library to launch all kernels, with a CUDA back-end for nVidia GPUs and an OpenMP back-end for compute nodes with conventional CPUs. Performance of the algorithm will be compared between a variety of supported platforms.

Primary Keyword (Mandatory) Analysis tools and techniques
Secondary Keyword (Optional) Parallelizarion
Tertiary Keyword (Optional) High performance computing

Authors

Christoph Hasse (Technische Universitaet Dortmund (DE)) Michael David Sokoloff (University of Cincinnati (US))

Co-authors

Dr Antonio Augusto Alves Junior (University of Cincinnati (US)) Johannes Albrecht (Technische Universitaet Dortmund (DE)) Jonas Rademacker (University of Bristol (GB)) Philippe D'Argent (Ruprecht-Karls-Universitaet Heidelberg (DE)) Timothy David Evans (University of Oxford (GB))

Presentation materials