An autoencoder for compressing angle-resolved photoemission spectroscopy data

An autoencoder for compressing angle-resolved photoemission spectroscopy data

Angle-resolved photoemission spectroscopy (ARPES) is a powerful experimental technique to determine the electronic structure of solids. Advances in light sources for ARPES experiments are currently leading to a vast increase of data acquisition rates and data quantity. On the other hand, access time...

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Bibliographic Details
Main Authors: Steinn Ýmir Ágústsson, Mohammad Ahsanul Haque, Thi Tam Truong, Marco Bianchi, Nikita Klyuchnikov, Davide Mottin, Panagiotis Karras, Philip Hofmann
Format: Article
Language:English
Published: IOP Publishing 2025-01-01
Series:Machine Learning: Science and Technology
Subjects:
autoencoder
angle-resolved photoemission spectroscopy
data compression
Online Access:https://doi.org/10.1088/2632-2153/ada8f2
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https://doi.org/10.1088/2632-2153/ada8f2

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