November 29, 2021 to December 3, 2021
Virtual and IBS Science Culture Center, Daejeon, South Korea
Asia/Seoul timezone

Session

Track 2: Data Analysis - Algorithms and Tools

Track 2
Nov 29, 2021, 5:20 PM
Auditorium (Virtual and IBS Science Culture Center, Daejeon, South Korea)

Auditorium

Virtual and IBS Science Culture Center, Daejeon, South Korea

55 EXPO-ro Yuseong-gu Daejeon, South Korea email: library@ibs.re.kr +82 42 878 8299

Conveners

Track 2: Data Analysis - Algorithms and Tools: Data analysis with ML

  • Monique Werlen
  • Erica Brondolin (CERN)
  • Junghwan Goh (Kyung Hee University (KR))
  • Monique Werlen (EPFL - Ecole Polytechnique Federale Lausanne (CH))

Track 2: Data Analysis - Algorithms and Tools: Tracking, reconstruction, and simulation

  • Junghwan Goh (Kyung Hee University (KR))
  • Noemi Calace (CERN)
  • Erica Brondolin (CERN)

Track 2: Data Analysis - Algorithms and Tools: Efficient reconstruction, simulation, optimization, and analysis

  • Adrian Alan Pol (CERN)
  • Liliana Teodorescu
  • Kyungho Kim (KISTI)
  • Liliana Teodorescu

Track 2: Data Analysis - Algorithms and Tools: US-zone

  • Aishik Ghosh (University of California Irvine (US))
  • Jennifer Ngadiuba (FNAL)
  • Kyungho Kim (KISTI)

Description

There are as many different algorithms and methods as their are physicists. Obviously, we can't list them all here, but here are some broad outlines of techniques that fit into this category. Of course, new and novel categories are part of what this conference is looking for.

More information of the scientific programme: https://indico.cern.ch/event/855454/program

Presentation materials

There are no materials yet.
Burak Sen (Middle East Technical University), Changgi Huh (Kyungpook National University (KR)), Gokhan Unel (University of California Irvine (US)), Gordon Watts (University of Washington (US)), Harry Prosper (Florida State University (US)), Mason Proffitt (University of Washington (US)), Sezen Sekmen (Kyungpook National University (KR))
12/1/21, 6:40 PM
Track 2: Data Analysis - Algorithms and Tools
Oral

We present two applications of declarative interfaces for HEP data analysis allowing users to avoid writing event loops that simplify code and enable performance improvements to be decoupled from analysis development. One example is FuncADL, an analysis description language inspired by functional programming developed using Python as a host language. In addition to providing a declarative,...

Building timetable...