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20222026
most citedEfficient and quantum-adaptive machine learning with fermion neural networks

6 citations · 8 across the 5 of their papers we have counts for

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quant-ph2022★ 6 cited

Efficient and quantum-adaptive machine learning with fermion neural networks

Pei-Lin Zheng, Jia-Bao Wang, Yi Zhang

Classical artificial neural networks have witnessed widespread successes in machine-learning applications. Here, we propose fermion neural networks (FNNs) whose physical properties…

cond-mat.str-el2022★ 2 cited

Single-shot quantum measurements sketch quantum many-body states

Jia-Bao Wang, Yi Zhang

Quantum measurements are our eyes to the quantum systems consisting of a multitude of microscopic degrees of freedom. However, the intrinsic uncertainty of quantum measurements and…