17 citations · 44 across the 5 of their papers we have counts for
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quant-ph2022★ 17 cited
Entanglement Features of Random Neural Network Quantum States
Xiao-Qi Sun, Tamra Nebabu, Xizhi Han +2
Restricted Boltzmann machines (RBMs) are a class of neural networks that have been successfully employed as a variational ansatz for quantum many-body wave functions. Here, we deve…
quant-ph2018★ 3 cited
Machine learning, quantum chaos, and pseudorandom evolution
Daniel W. F. Alves, Michael O. Flynn
By modeling quantum chaotic dynamics with ensembles of random operators, we explore howmachine learning learning algorithms can be used to detect pseudorandom behavior in qubit sys…