Introducing the kernel descent optimizer for variational quantum algorithms

Abstract In recent years, variational quantum algorithms have garnered significant attention as a candidate approach for near-term quantum advantage using noisy intermediate-scale quantum (NISQ) devices. In this article we introduce kernel descent, a novel algorithm for minimizing the functions unde...

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Bibliographic Details
Main Authors: Lars Simon, Holger Eble, Manuel Radons
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-08392-6
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