Sep 12 – 16, 2022
OAC conference center, Kolymbari, Crete, Greece.
Europe/Athens timezone

Deep neural networks applied to muon tomography scattering angular distributions

Sep 14, 2022, 3:50 PM
20m
OAC conference center, Kolymbari, Crete, Greece.

OAC conference center, Kolymbari, Crete, Greece.

Speaker

Carlos Diez (Muon Tomography Systems S.L.)

Description

Several applications of scattering muon tomography require the estimation of a limited number of key parameters associated to a given sample. In this presentation we explore the use of the quantiles of the angular and spatial deviation distributions as the input to Deep Neural Networks regressing on the parameters of interest. We provide examples related to the measurement of the position of the electrodes in an electric furnace and also on the estimation of the snow water equivalent (SWE) in snowpacks.

Primary author

Carlos Diez (Muon Tomography Systems S.L.)

Presentation materials