172 citations · 821 across the 34 of their papers we have counts for
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hep-ph2020★ 5 cited
How to GAN Event Unweighting
Mathias Backes, Anja Butter, Tilman Plehn +1
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 requi…
hep-ph2020★ 97 cited
Invertible Networks or Partons to Detector and Back Again
Marco Bellagente, Anja Butter, Gregor Kasieczka +5
For simulations where the forward and the inverse directions have a physics meaning, invertible neural networks are especially useful. A conditional INN can invert a detector simul…