IN2P3/IRFU Machine Learning workshop

Session

Monday morning

26 sept. 2022, 10:30

Amphithéatre Pierre Gilles de Gennes (sous-sol) (APC, Paris)

93. Introduction

Alexandre Boucaud (APC / IN2P3), David Rousseau (IJCLab, CNRS/IN2P3, Université Paris-Saclay), Valérie Gautard (CEA-Irfu)

26/09/2022 11:00

94. Round table

26/09/2022 11:20

95. Boosting event generation and inference with new machine learning methods

Anja Butter (ITP U Heidelberg/LPNHE)

26/09/2022 11:40

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...