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SUMMARY:Monte Carlo Simulation and Data Analysis with ROOT in Particle Phy
 sics
DTSTART:20270309T090000Z
DTEND:20270309T160000Z
DTSTAMP:20261022T110300Z
UID:indico-event-19405@indico.global
DESCRIPTION:Speakers: Artemiy Belousov\n\nDescription\nThis one-day hands-
 on workshop introduces the simulation and analysis workflows used in moder
 n particle and nuclear physics. Examples are drawn from the analysis pipel
 ines of the CBM experiment and reflect real research practice in the study
  of heavy-ion collisions.\nParticipants will learn how Monte Carlo simulat
 ions generate collision events with transport models such as PHSD. They wi
 ll also see how reconstruction algorithms\, including the Kalman Filter Pa
 rticle Finder (KFPF)\, turn detector signals into physics observables. The
  practical part focuses on data processing\, visualization and statistical
  analysis with the CERN ROOT framework.\nThe workshop is self-contained. I
 t also provides the foundation for the follow-up workshop "Neural Networks
  for Scientific Data Analysis in Particle Physics"\, where the datasets an
 d concepts introduced here are used as input for machine learning applicat
 ions.\nLearning Goals\nParticipants will learn how to:\n\nUnderstand Monte
  Carlo simulation workflows for heavy-ion collisions\nWork with reconstruc
 ted detector data\nUse ROOT for data visualization and statistical analysi
 s\nExtract physics observables from collision events\n\nProgram\nMorning\n
 \nIntroduction to heavy-ion collision simulations\nPHSD transport model ov
 erview\nMonte Carlo event generation\nDetector reconstruction and the KFPF
  workflow\n\nAfternoon\n\nIntroduction to CERN ROOT\nEvent data structure 
 and storage\nData visualization and statistical analysis\nHands-on ROOT ex
 ercises\n\nTarget audience: Students and researchers in physics or related
  fields who want a practical introduction to simulation and data analysis.
  Basic programming experience (C++ or Python) is helpful.\n\nhttps://indic
 o.global/event/19405/
LOCATION:N260/3.13
URL:https://indico.global/event/19405/
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