75 citations · 231 across the 8 of their papers we have counts for
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cond-mat.str-el2020
The view of TK-SVM on the phase hierarchy in the classical kagome Heisenberg antiferromagnet
Jonas Greitemann, Ke Liu, Lode Pollet
We illustrate how the tensorial kernel support vector machine (TK-SVM) can probe the hidden multipolar orders and emergent local constraint in the classical kagome Heisenberg antif…
cond-mat.str-el2020★ 30 cited
Revealing the Phase Diagram of Kitaev Materials by Machine Learning: Cooperation and Competition between Spin Liquids
Ke Liu, Nicolas Sadoune, Nihal Rao +2
Kitaev materials are promising materials for hosting quantum spin liquids and investigating the interplay of topological and symmetry-breaking phases. We use an unsupervised and in…