Amplitudes with neural networks

by Daniel Pierre Maitre

Friday 2 Jun 2023, 14:00 → 16:00 Europe/Zurich

4/3-006 - TH Conference Room (CERN)

In this talk I will show how the present two applications of neural networks to the calculations of scattering amplitudes. In the first I will show how combining standard neural networks with factorisation properties of amplitudes can provide a fast, very accurate and robust emulation of tree and one-loop amplitudes. The second application relates to automatically performing integrations with a specific application to sector-decomposed loop amplitudes.

CERNJune2023.pdf