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Learning to rank quantum circuits for hardware-optimized performance enhancement

We introduce and experimentally test a machine-learning-based method for ranking logically equivalent quantum circuits based on expected performance estimates derived from a training procedure conducted on real hardware. We apply our method to the problem of layout selection, in which abstracted qub...

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Bibliografski detalji
Glavni autori: Gavin S. Hartnett, Aaron Barbosa, Pranav S. Mundada, Michael Hush, Michael J. Biercuk, Yuval Baum
Format: Artigo
Jezik:Inglês
Izdano: Verein zur Förderung des Open Access Publizierens in den Quantenwissenschaften 2024-11-01
Serija:Quantum
Online pristup:https://quantum-journal.org/papers/q-2024-11-27-1542/pdf/
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