Second MODE Workshop on Differentiable Programming for Experiment Design

Deep neural networks applied to muon tomography scattering angular distributions

14 Sept 2022, 15:50

20m

OAC conference center, Kolymbari, Crete, Greece.

Talk Muography Applications in Muon Tomography

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.

Presentation materials

20220914_MODE_MuonSystems_final.pdf