7 citations · 12 across the 4 of their papers we have counts for
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hep-ph2025★ 5 cited
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…
hep-ph2025★ 7 cited
Sampling NNLO QCD phase space with normalizing flows
Timo Janßen, Rene Poncelet, Steffen Schumann
We showcase the application of neural importance sampling for the evaluation of NNLO QCD scattering cross sections. We consider Normalizing Flows in the form of discrete Coupling L…