most citedUnsupervised Learning of Frustrated Classical Spin Models I: Principle Component Analysis

139 citations · 139 across the 1 of their papers we have counts for

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cond-mat.stat-mech2017★ 139 cited

Unsupervised Learning of Frustrated Classical Spin Models I: Principle Component Analysis

Ce Wang, Hui Zhai

This work aims at the goal whether the artificial intelligence can recognize phase transition without the prior human knowledge. If this becomes successful, it can be applied to, f…