Speaker
Mr
Mathias Backes
(Uni Heidelberg)
Description
Event generation with neural networks has seen significant progress recently. The big open question is still how such new methods will accelerate LHC simulations to the level required by upcoming LHC runs. We target a known bottleneck of standard simulations and show how their unweighting procedure can be improved by generative networks. This can, potentially, lead to a very significant gain in simulation speed.
Affiliation | ITP Heidelberg |
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Academic Rank | Master Student |
Primary authors
Ramon Winterhalder
(Universität Heidelberg)
Mr
Mathias Backes
(Uni Heidelberg)
Anja Butter
Tilman Plehn