Outline
- Motivation
- Approximate matrix elements with neural networks
- $ g g \to \gamma \gamma + \textrm{jets}$
- Tame infrared (IR) behaviour
- Train models using amplitude libraries (OpenLoops, MadLoop, ...)
- Apply in realistic hadronic collider simulations
- Compare results