Optimizing Variational Quantum Algorithms with qBang: Efficiently Interweaving Metric and Momentum to Navigate Flat Energy Landscapes

Variational quantum algorithms (VQAs) represent a promising approach to utilizing current quantum computing infrastructures. VQAs are based on a parameterized quantum circuit optimized in a closed loop via a classical algorithm. This hybrid approach reduces the quantum processing unit load but comes...

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Bibliographic Details
Main Authors: David Fitzek, Robert S. Jonsson, Werner Dobrautz, Christian Schäfer
Format: Article
Language:English
Published: Verein zur Förderung des Open Access Publizierens in den Quantenwissenschaften 2024-04-01
Series:Quantum
Online Access:https://quantum-journal.org/papers/q-2024-04-09-1313/pdf/