PapersBenchmarks
The Barcelona Institute of Science and Technology (ICFO)
10 Jun 2024
active-learningbayesian-optimizationcomputer-science

Physics-Informed Bayesian Optimization of Variational Quantum Circuits

Northeastern University logoNortheastern UniversityKorea UniversityUniversity of BonnRIKEN logoRIKENDeutsches Elektronen-Synchrotron DESYTechnische Universität BerlinHelmholtz Institute for Radiation and Nuclear Physics (HISKP)Max-Planck-Institut für InformatikRocheThe Barcelona Institute of Science and Technology (ICFO)
A physics-informed Bayesian optimization method, leveraging a specialized VQE-kernel and EMICoRe acquisition function, significantly enhances the efficiency and noise resilience of Variational Quantum Eigensolver (VQE) training on noisy intermediate-scale quantum (NISQ) devices, demonstrating superior convergence and fidelity.
There are no more papers matching your filters at the moment.