Machine Learning workshop IN2P3-IRFU

Date de début :

26/09/2022 11:40

Date de fin :

26/09/2022 12:30

Lieu :

amphithéatre Pierre Gilles De Gennes - APC

Ville :

Paris

Producteur :

L'Institut national de physique nucléaire et de physique des particules

Durée :

1:06:22

Type :

video/mp4

Format :

mp4

Résolution :

1280x720

Boosting event generation and inference with new machine learning methods

First-principle simulations are at the heart of the high-energy physics research program. They link the vast data output of multi-purpose detectors with fundamental theory predictions and interpretation. In this talk I will discuss a range of applications of modern machine learning to event generation and simulation-based inference, including conceptional developments driven by the specific requirements of particle physics.

Anja Butter (ITP)

Dernières vidéos

1:06:22

Boosting event generation and inference with new machine learning methods