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HHL: a quantum state of a linear-system solution

Contribution grade

Quantum algorithms and numerical linear algebra · Quantum algorithms and numerical linear algebra

Reference score100,000Provisional editorial estimate of this exact contribution; its grade is assessed separately.

What changed

Introduces inverse-eigenvalue quantum-state preparation and selectedobservable estimation for suitable linear systems, connecting numerical tasks to quantum algorithmic complexity.

Scientific scope

Introduces inverse-eigenvalue quantum-state preparation and selectedobservable estimation for suitable linear systems, connecting numerical tasks to quantum algorithmic complexity. The speedup concerns preparing a quantum state proportional to a linear-system solution, under sparse/access, conditioning and accuracy assumptions. It does not output every solution coordinate cheaply; state preparation and readout costs matter. Poor conditioning and arbitrary dense/classically supplied data can erase the claimed advantage. The original theorem is not a demonstrated general-purpose hardware speedup.

Evidence

Source-linked, scoped account of the original work. The published scope states the scientific assumptions and remaining verification limits. WRS has not independently certified the full proof, experimental result or system benchmark.

Contributors

Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.

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