A convolutional neural network is used to align an orbital angular momentum sorter in a transmission electron microscope. The method is demonstrated using simulations and experiments. As a result of its accuracy and speed, it offers the possibility of real-time tuning of other electron optical devices and electron beam shaping configurations.

Alignment of electron optical beam shaping elements using a convolutional neural network / Rotunno, E.; Tavabi, A. H.; Rosi, P.; Frabboni, S.; Tiemeijer, P.; Dunin-Borkowski, R. E.; Grillo, V.. - In: ULTRAMICROSCOPY. - ISSN 0304-3991. - 228:(2021), pp. 1-7. [10.1016/j.ultramic.2021.113338]

Alignment of electron optical beam shaping elements using a convolutional neural network

Frabboni S.;
2021

Abstract

A convolutional neural network is used to align an orbital angular momentum sorter in a transmission electron microscope. The method is demonstrated using simulations and experiments. As a result of its accuracy and speed, it offers the possibility of real-time tuning of other electron optical devices and electron beam shaping configurations.
2021
228
1
7
Alignment of electron optical beam shaping elements using a convolutional neural network / Rotunno, E.; Tavabi, A. H.; Rosi, P.; Frabboni, S.; Tiemeijer, P.; Dunin-Borkowski, R. E.; Grillo, V.. - In: ULTRAMICROSCOPY. - ISSN 0304-3991. - 228:(2021), pp. 1-7. [10.1016/j.ultramic.2021.113338]
Rotunno, E.; Tavabi, A. H.; Rosi, P.; Frabboni, S.; Tiemeijer, P.; Dunin-Borkowski, R. E.; Grillo, V.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11380/1279927
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