91 citations · 450 across the 25 of their papers we have counts for
20 papers · 1 filter
Quantum Approximate Optimization Algorithm in Non-Markovian Quantum Systems
Bo Yue, Shibei Xue, Yu Pan +1
Although quantum approximate optimization algorithm (QAOA) has demonstrated its quantum supremacy, its performance on Noisy Intermediate-Scale Quantum (NISQ) devices would be influ…
Efficient Depth Selection for the Implementation of Noisy Quantum Approximate Optimization Algorithm
Yu Pan, Yifan Tong, Shibei Xue +1
Noise on near-term quantum devices will inevitably limit the performance of Quantum Approximate Optimization Algorithm (QAOA). One significant consequence is that the performance o…
Robust optimization for quantum reinforcement learning control using partial observations
Chen Jiang, Yu Pan, Zheng-Guang Wu +2
The current quantum reinforcement learning control models often assume that the quantum states are known a priori for control optimization. However, full observation of quantum sta…
Quantum-Inspired Solvers on Mixed-Integer Linear Programming Problem
Hao Wang, Yu Pan, Wei Cui
Mixed-integer linear programming (MILP) plays a crucial role in artificial intelligence, biochemistry, finance, cryptography, etc. Notwithstanding popular for decades, the research…
Detecting quantum entanglement with unsupervised learning
Yiwei Chen, Yu Pan, Guofeng Zhang +1
Quantum properties, such as entanglement and coherence, are indispensable resources in various quantum information processing tasks. However, there still lacks an efficient and sca…
On the dynamics of two photons interacting with a two-qubit coherent feedback network}
Guofeng Zhang, Yu Pan
The purpose of this paper is to study the dynamics of a quantum coherent feedback network composed of two two-level systems (qubits) driven by two counter-propagating photons, one…