Accelerating Monte Carlo event generation -- rejection sampling using neural network event-weight estimates

Katharina Danziger, Timo Janßen, Steffen Schumann +1

The generation of unit-weight events for complex scattering processes presents a severe challenge to modern Monte Carlo event generators. Even when using sophisticated phase-space…