24–26 Jul 2023
Princeton University
America/New_York timezone

Use of machine learning techniques for muography applied to industrial applications

25 Jul 2023, 12:00
20m
Princeton University

Princeton University

Speaker

Pablo Martinez Ruiz Del Arbol (Universidad de Cantabria and CSIC (ES))

Description

This work presents several uses of machine learning techniques, ranging from regressional neural networks, convolutional neural networks and generative adversarial neural networks, applied to scattering muography in the context of industrial problems and applications. A review of the different techniques will be given together with some propects on future developments being carried out. A discussion on the advantages and drawbacks of these techniques will also be provided.

Primary author

Pablo Martinez Ruiz Del Arbol (Universidad de Cantabria and CSIC (ES))

Presentation materials