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

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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… Click to show full 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.

Keywords: electron optical; neural network; beam shaping; convolutional neural

Journal Title: Ultramicroscopy
Year Published: 2021

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