Pulse-based variational quantum optimization and metalearning in superconducting circuits

Yapeng Wang, Yongcheng Ding, Francisco Andrés Cárdenas-López +1

Solving optimization problems using variational algorithms stands out as a crucial application for noisy intermediate-scale devices. Instead of constructing gate-based quantum comp…