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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-ph2024

1D Spontaneous Symmetry Breaking in thermal equilibrium via Non-Hermitian Construction

Jia-Bao Wang, Zi-Hao Dong, Yi Zhang

Spontaneous symmetry breaking generally circumvents one-dimensional systems with local interactions in thermal equilibrium. Here, we analyze a category of one-dimensional Hermitian…

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…