QCD Seminars

Amplitudes with neural networks

by Daniel Pierre Maitre

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

4/3-006 - TH Conference Room

CERN

110
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Description

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.

Videoconference
QCD seminars
Zoom Meeting ID
62752332519
Host
Elena Gianolio
Alternative hosts
Michelangelo Mangano, John Cassar, Silvia Ferrario Ravasio, Pascal Pignereau, Juan M. Cruz Martinez, Simone Zoia
Passcode
37431264
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