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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.

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