Rapid Exploration of Topological Band Structures Using Deep Learning
نویسندگان
چکیده
A neural network maps arbitrary nanostructure patterns to their wave band structures and finds geometries that support desired propagation behavior, a key advance in tailoring transport nanodevices.
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ژورنال
عنوان ژورنال: Physical Review X
سال: 2021
ISSN: ['2160-3308']
DOI: https://doi.org/10.1103/physrevx.11.021052