Topical Lectures "Machine Learning and AI"

Session

AI in particle physics experiments / fast inference implementation

3 Jun 2025, 09:30

Colloquium Room (Nikhef)

Conveners

AI in particle physics experiments / fast inference implementation: Lecture

• Maarten van Veghel (Nikhef)

AI in particle physics experiments / fast inference implementation: Hands-on

• Maarten van Veghel (Nikhef)
• Zef Wolffs

Description

Classification of signal/background, Flavour tagging, Fast simulation, Implementations on GPU hardware, real-time AI in the LHCb trigger

Presentation materials

nikhef_topicallectures_2025_ai_mvanveghel_v1.pdf

topicallectures_ml_lhcb_examples_tutorial_root.ipynb

topicallectures_ml_lhcb_examples_tutorial_uproot_version.ipynb