This invention describes a way to automatically refine quantum computer programs. It works by running a quantum program with an initial setting, measuring the results, and then using those measurements to calculate how to improve the setting. This process is repeated to make the program more effective. The claims specifically narrow this approach to optimizing an 'ansatz preparation circuit' as part of a 'quantum variational eigensolver' to find optimal quantum solutions.
Why it matters: Filed only three years ago, the core challenge remains the limited availability and performance of quantum processors. The invention's utility is still constrained by the immaturity of quantum hardware.
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