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08:00
|
Welcome & Analysis fundamentals
-
Eduardo Rodrigues
(University of Liverpool (GB))
Graeme A Stewart
(CERN)
(until 11:25)
()
|
|
08:00
|
Welcome and workshop overview
-
Eduardo Rodrigues
(University of Liverpool (GB))
()
|
|
08:10
|
Uproot & Awkward Arrays (TUTORIAL)
-
Jim Pivarski
(Princeton University)
()
|
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09:10
|
--- BREAK ---
|
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09:40
|
The NanoEvents object
-
Nick Smith
(Fermi National Accelerator Lab. (US))
()
|
|
10:10
|
Jagged physics data analysis with numba, awkward and uproot on a GPU (TUTORIAL)
-
Joosep Pata
(California Institute of Technology (US))
()
|
|
10:55
|
TITANIA - how to structure detector monitoring
-
Maciej Witold Majewski
(AGH University of Science and Technology (PL)) Mr
Jakub Kowalski
()
|
|
|
08:00
|
Analysis fundamentals & analysis platforms
-
Peter Onyisi
(University of Texas at Austin (US))
Benjamin Krikler
(University of Bristol (GB))
(until 11:25)
()
|
|
08:00
|
Python & HEP: a perfect match, in theory
-
David Straub
(Lilium GmbH, Munich)
()
|
|
08:40
|
A new PyROOT for ROOT 6.22
-
Stefan Wunsch
(KIT - Karlsruhe Institute of Technology (DE))
Enric Tejedor Saavedra
(CERN)
()
|
|
09:10
|
resample: use the bootstrap and jackknife from Python
-
Hans Peter Dembinski
(Max-Planck-Institute for Nuclear Physics, Heidelberg)
()
|
|
09:40
|
--- BREAK ---
|
|
10:10
|
Design Pattern for Analysis Automation on Interchangeable, Distributed Resources using Luigi Analysis Workflows
-
Marcel Rieger
(CERN)
()
|
|
10:40
|
ServiceX: On-Demand Data Transformation and Delivery for the Present and HL-LHC Era
-
Kyungeon Choi
(University of Texas at Austin (US))
()
|
|
|
08:00
|
Analysis platforms & automatic differentiation
-
Graeme A Stewart
(CERN)
Eduardo Rodrigues
(University of Liverpool (GB))
(until 11:00)
()
|
|
08:00
|
Columnar Analysis at Scale with Coffea (TUTORIAL)
-
Mat Adamec
(University of Nebraska Lincoln (US))
()
|
|
08:45
|
High Granularity Calorimeter (HGCAL) test beam analysis using Jupyter notebooks
-
Matteo Bonanomi
(LLR, Ecole Polytechnique (FR))
()
|
|
09:15
|
--- BREAK ---
|
|
09:45
|
Introduction to automatic differentiation (TUTORIAL)
-
Lukas Alexander Heinrich
(CERN)
()
|
|
10:30
|
neos: physics analysis as a differentiable program
-
Nathan Daniel Simpson
(Lund University (SE))
()
|
|
|
08:00
|
Fitting & statistics
-
Benjamin Krikler
(University of Bristol (GB))
Eduardo Rodrigues
(University of Liverpool (GB))
(until 11:15)
()
|
|
08:00
|
Model building and statistical inference with zfit and hepstats (TUTORIAL)
-
Matthieu Marinangeli
(EPFL - Ecole Polytechnique Federale Lausanne (CH))
Jonas Eschle
(Universitaet Zuerich (CH))
()
|
|
08:45
|
SModelS – a tool for interpreting simplified-model results from the LHC
-
Wolfgang Waltenberger
(Austrian Academy of Sciences (AT))
()
|
|
09:15
|
--- BREAK ---
|
|
09:45
|
Tensorflow-based Maximum Likelihood fits for High Precision Standard Model Measurements at CMS
-
Josh Bendavid
(CERN)
()
|
|
10:15
|
iminuit: Past and Future
-
Hans Peter Dembinski
(Max-Planck-Institute for Nuclear Physics, Heidelberg)
()
|
|
10:45
|
zfit - TensorFlow 2.0: dynamic and compiled HPC
-
Jonas Eschle
(Universitaet Zuerich (CH))
()
|
|
|
08:00
|
HEP analysis ecosystem & performance
-
Hans Peter Dembinski
(Max-Planck-Institute for Nuclear Physics, Heidelberg)
Eduardo Rodrigues
(University of Liverpool (GB))
(until 11:00)
()
|
|
08:00
|
The boost-histogram package
-
Hans Peter Dembinski
(Max-Planck-Institute for Nuclear Physics, Heidelberg)
Henry Fredrick Schreiner
(Princeton University)
()
|
|
08:30
|
Providing Python Bindings For Complex and Feature-Rich C and C++ Libraries
-
Martin Schwinzerl
(University of Graz (AT))
()
|
|
09:00
|
Integrating GPU libraries for fun and profit
-
Adrian Oeftiger
(GSI - Helmholtzzentrum fur Schwerionenforschung GmbH (DE))
()
|
|
09:30
|
--- BREAK ---
|
|
10:00
|
mplhep: bridging Matplotlib and HEP
-
Andrzej Novak
(RWTH Aachen (DE))
()
|
|
10:30
|
ROOT preprocessing pipeline for machine learning with TensorFlow
-
Matthias Komm
(CERN)
()
|
|
|
17:00
|
Welcome & Analysis platforms
-
Matthew Feickert
(Univ. Illinois at Urbana Champaign (US))
(until 18:35)
()
|
|
17:00
|
Welcome and workshop overview
-
Jim Pivarski
(Princeton University)
()
|
|
17:10
|
Rubin Observatory: The software behind the science
-
Nate Lust
()
|
|
17:50
|
Ganga: flexible use of of virtualisation for user based large scale computations (TUTORIAL)
-
Ulrik Egede
(Monash University (AU))
()
|
|
|
17:00
|
Analysis platforms
-
Matthew Feickert
(Univ. Illinois at Urbana Champaign (US))
Jim Pivarski
(Princeton University)
(until 19:00)
()
|
|
17:00
|
A prototype U.S. CMS analysis facility (TUTORIAL)
-
Oksana Shadura
(University of Nebraska Lincoln (US))
()
|
|
17:45
|
Integrating Coffea and Work Queue
-
Cami Carballo
(University of Notre Dame)
()
|
|
|
17:00
|
Performance
-
Matthew Feickert
(Univ. Illinois at Urbana Champaign (US))
Jim Pivarski
(Princeton University)
(until 18:00)
()
|
|
17:00
|
High-performance Python (TUTORIAL)
-
Henry Fredrick Schreiner
(Princeton University)
()
|
|
|
17:00
|
Fitting & statistics
-
Mariel Pettee
(Yale University (US))
Jim Pivarski
(Princeton University)
(until 18:15)
()
|
|
17:00
|
Machine learning technique for signal-background separation of nuclear interaction vertices in the CMS detector
-
Anna Kropivnitskaya
(The University of Kansas (US))
()
|
|
17:30
|
pyhf: Accelerating analyses and preserving likelihoods (TUTORIAL)
-
Matthew Feickert
(Univ. Illinois at Urbana Champaign (US))
()
|
|
|
17:00
|
Analysis systems
-
Jim Pivarski
(Princeton University)
Matthew Feickert
(Univ. Illinois at Urbana Champaign (US))
(until 18:15)
()
|
|
17:00
|
Integrated Data Acquisition in Python
-
Charles Burton
(University of Texas at Austin (US))
()
|
|
17:30
|
ThickBrick: Optimal event selection and categorization in high energy physics (TUTORIAL)
-
Prasanth Shyamsundar
(University of Florida)
()
|
|
