Accelerating multijet-merged event generation with neural network matrix element surrogates

Tim Herrmann, Timo Janßen, Mathis Schenker +2

The efficient simulation of multijet final states presents a serious computational task for analyses of LHC data and will be even more so at the HL-LHC. We here discuss means to ac…