34 citations · 116 across the 8 of their papers we have counts for
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cond-mat.dis-nn2019★ 33 cited
Unsupervised learning using topological data augmentation
Oleksandr Balabanov, Mats Granath
Unsupervised machine learning is a cornerstone of artificial intelligence as it provides algorithms capable of learning tasks, such as classification of data, without explicit huma…
cond-mat.mes-hall2019★ 10 cited
Transport signatures of symmetry protection in 1D Floquet topological insulators
Oleksandr Balabanov, Henrik Johannesson
Time-periodic external drives have emerged as a powerful tool to artificially create topological phases of matter. Prime examples are Floquet topological insulators (FTIs), where a…