Transfer learning application of self-supervised learning in ARPES

There is a growing recognition that electronic band structure is a local property of materials and devices, and there is steep growth in capabilities to collect the relevant data. New photon sources, from small-laboratory-based lasers to free electron lasers, together with focusing beam optics and a...

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Bibliographic Details
Main Authors: Sandy Adhitia Ekahana, Genta Indra Winata, Y Soh, Anna Tamai, Radovic Milan, Gabriel Aeppli, Ming Shi
Format: Article
Language:English
Published: IOP Publishing 2023-01-01
Series:Machine Learning: Science and Technology
Subjects:
Online Access:https://doi.org/10.1088/2632-2153/aced7d