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20152026
most citedWhen does reinforcement learning stand out in quantum control? A comparative study on state preparation

129 citations · 362 across the 18 of their papers we have counts for

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quant-ph2019★ 129 cited

When does reinforcement learning stand out in quantum control? A comparative study on state preparation

Xiao-Ming Zhang, Zezhu Wei, Raza Asad +2

Reinforcement learning has been widely used in many problems, including quantum control of qubits. However, such problems can, at the same time, be solved by traditional, non-machi…

quant-ph2017★ 40 cited

Neural-network-designed pulse sequences for robust control of singlet-triplet qubits

Xu-Chen Yang, Man-Hong Yung, Xin Wang

Composite pulses are essential for universal manipulation of singlet-triplet spin qubits. In the absence of noise, they are required to perform arbitrary single-qubit operations du…

quant-ph2017★ 15 cited

Suppression of charge noise using barrier control of a singlet-triplet qubit

Xu-Chen Yang, Xin Wang

It has been recently demonstrated that a singlet-triplet spin qubit in semiconductor double quantum dots can be controlled by changing the height of the potential barrier between t…

quant-ph2016★ 5 cited

Energy spectrum, exchange interaction and gate crosstalk in a pair of double-quantum-dot system: a molecular orbital calculation

Xu-Chen Yang, Xin Wang

We present a theoretical study of a four-electron four-quantum-dot system based on molecular orbital methods, which hosts a pair of singlet-triplet spin qubits. We explicitly take…

quant-ph2015★ 20 cited

Controllable high-fidelity quantum state transfer and entanglement generation in circuit QED

Peng Xu, Xu-Chen Yang, Feng Mei +1

We propose a scheme to realize controllable quantum state transfer and entanglement generation among transmon qubits in the typical circuit QED setup based on adiabatic passage. Th…

quant-ph2015★ 8 cited

Simulating dynamical quantum Hall effect with superconducting qubits

Xu-Chen Yang, Dan-Wei Zhang, Peng Xu +2

We propose an experimental scheme to simulate the dynamical quantum Hall effect and the related interaction-induced topological transition with a superconducting-qubit array. We sh…