6–10 Nov 2023
DESY
Europe/Zurich timezone

Off-Shell Processes from Neural Networks

7 Nov 2023, 14:15
15m
Seminarraum 4a/b (DESY)

Seminarraum 4a/b

DESY

Speaker

Mathias Kuschick

Description

For Monte Carlo event generators simulating events with full inclusion of off-shell effects is a computationally very costly task. In the talk, a method making use of modern machine learning techniques is presented that enables the modelling of full off-shell effects. Using this method as a surrogate for simulations, we expect significant improvements in the feasibility of high-precision event generation.

Authors

Presentation materials