Pulse-based variational quantum optimization and metalearning in superconducting circuits

Y Wang, Y Ding, FA Cárdenas-López, X Chen - Physical Review Applied, 2024 - APS
Solving optimization problems using variational algorithms stands out as a crucial
application for noisy intermediate-scale devices. Instead of constructing gate-based …

Physics-informed neural networks for an optimal counterdiabatic quantum computation

A Ferrer-Sánchez, C Flores-Garrigos… - Machine Learning …, 2024 - iopscience.iop.org
Physics-informed neural networks for an optimal counterdiabatic quantum computation -
IOPscience Skip to content IOP Science home Accessibility Help Search Journals Journals list …

Beyond Quantum Annealing: Optimal control solutions to MaxCut problems

G Pecci, R Wang, P Torta, GB Mbeng… - arxiv preprint arxiv …, 2024 - arxiv.org
Quantum Annealing (QA) relies on mixing two Hamiltonian terms, a simple driver and a
complex problem Hamiltonian, in a linear combination. The time-dependent schedule for …