Learning to rank quantum circuits for hardware-optimized performance enhancement

Gavin S. Hartnett, Aaron Barbosa, Pranav S. Mundada +3

We introduce and experimentally test a machine-learning-based method for ranking logically equivalent quantum circuits based on expected performance estimates derived from a traini…