63 citations · 144 across the 14 of their papers we have counts for
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cond-mat.stat-mech2019★ 2 cited
Emergent Snake Magnetic Domains in Canted Kagome Ice
Wen-Han Kao, Gia-Wei Chern, Ying-Jer Kao
We study the two-dimensional kagome-ice model derived from a pyrochlore lattice with second- and third-neighbor interactions. The canted moments align along the local $\langle 111…
cond-mat.dis-nn2019★ 16 cited
Generation of ice states through deep reinforcement learning
Kai-Wen Zhao, Wen-Han Kao, Kai-Hsin Wu +1
We present a deep reinforcement learning framework where a machine agent is trained to search for a policy to generate a ground state for the square ice model by exploring the phys…