Data Science in High Energy Physics - Applications at Future Collider Experiments

Explore a 33-minute conference talk from Data Science Conference Europe 2023 that delves into the application of data science in Higgs boson physics at the future Circular Electron Positron Collider (CEPC) in China. Gain insights into the significant challenges faced by high-energy physics experiments at facilities like the Large Hadron Collider (LHC), including managing massive data volumes, achieving high-precision measurements, and distinguishing signal from background events, particularly in purely hadronic final states involving jets. Learn how data science methodologies are being leveraged to address these complex challenges, with practical examples drawn from both current and future collider experiments including CEPC, CLIC, ILC, and FCC. Delivered by Mila Pandurovic at the Belgrade conference on November 24th, discover the intersection of cutting-edge physics research and advanced data science techniques.