Michael Steven Farrington
I am a Ph.D. student in high energy physics at Harvard University working on the ATLAS Experiment at CERN. I am interested in dark matters searches, event generators, machine learning and applying Julia to physics analysis.
Session
07-25
13:50
10min
FHist.jl -- making histograms, how hard can that be?
Jerry Ling, Michael Steven Farrington
We present FHist.jl, a well-used pure Julia package for histogramming among High-energy physics Julia community as well as in some GeoSpatial applications.
The package implements one of the fastest histogram package on CPU that also handles weighted inputs and tracks the uncertainty properly. We demonstrate the feature, performance, as well as visualization integration of FHist.jl in the talk.
Additionally, as data analysis are moving towards GPU, we will show a GPU-friendly implementation.
General
David Lawrence Hall Room 120 (Main stage)