Oct 23 – 28, 2022
Villa Romanazzi Carducci, Bari, Italy
Europe/Rome timezone

Integrations with a neural network

Oct 27, 2022, 3:30 PM
20m
Sala A+A1 (Villa Romanazzi)

Sala A+A1

Villa Romanazzi

Oral Track 3: Computations in Theoretical Physics: Techniques and Methods Track 3: Computations in Theoretical Physics: Techniques and Methods

Speaker

Dr Daniel Maitre (IPPP, Durham University)

Description

In this presentation I will show how one can perform parametric integrations using a neural network. This could be applied for example to perform the integration over the auxiliary parameters in the integrals that result from the sector decomposition of multi-loop integrals.

Significance

This method would allow for a much faster evaluation of parametric integrals (at the cost of precison)

Author

Dr Daniel Maitre (IPPP, Durham University)

Presentation materials

Peer reviewing

Paper