Методи обробки APRES-спектрів на основі нейронних мереж (оглядова стаття)

• Date: 2024
• Main Authors: Pustovit, Yu.V., Lytveniuk, Ye.P.
• Format: Article
• Language: English
• Published: Publishing house "Academperiodika" 2024
• Subjects: фотоемiсiйна спектроскопiя з роздiленням по куту; згортковi нейроннi мережi; машинне навчання
• Online Access: https://ujp.bitp.kiev.ua/index.php/ujp/article/view/2023251
• Journal Title: Ukrainian Journal of Physics

In recent years, many developed upgrades of angle-resolved photoemission spectroscopy (ARPES) have significantly increased the amount of the obtained data. In this article, we briefly review the methods of processing of ARPES spectra with the use of convolutional neural networks (CNNs). In addition,...