143 citations · 807 across the 14 of their papers we have counts for
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quant-ph2018★ 66 cited
Efficient Representation of Topologically Ordered States with Restricted Boltzmann Machines
Sirui Lu, Xun Gao, L. -M. Duan
Representation by neural networks, in particular by restricted Boltzmann machines (RBM), has provided a powerful computational tool to solve quantum many-body problems. An importan…
quant-ph2018★ 68 cited
Local-measurement-based quantum state tomography via neural networks
Tao Xin, Sirui Lu, Ningping Cao +5
Quantum state tomography is a daunting challenge of experimental quantum computing even in moderate system size. One way to boost the efficiency of state tomography is via local me…