69 citations · 83 across the 2 of their papers we have counts for
2 papers
quant-ph2019★ 14 cited
Optimizing QAOA: Success Probability and Runtime Dependence on Circuit Depth
Murphy Yuezhen Niu, Sirui Lu, Isaac L. Chuang
The quantum approximate optimization algorithm~(QAOA) first proposed by Farhi et al. promises near-term applications based on its simplicity, universality, and provable optimality.…
cond-mat.dis-nn2019★ 69 cited
Machine Learning Topological Phases with a Solid-state Quantum Simulator
Wenqian Lian, Sheng-Tao Wang, Sirui Lu +11
We report an experimental demonstration of a machine learning approach to identify exotic topological phases, with a focus on the three-dimensional chiral topological insulators. W…