Certification from strictly local probes
Ascertain whether there exists an efficient certification algorithm for k‑local n‑qubit Hamiltonians that, using only the dynamics observed through a strictly local probe (e.g., a single site or constant‑size subsystem) during evolution under H, can decide whether H equals a specified k‑local H0 or is ε‑far in normalized Frobenius norm, and characterize any quantitative tradeoff between probe size and certification complexity.
References
This motivates a natural open problem for certification: can you efficiently certify a k-local Hamiltonian using only the dynamics observed through a strictly local probe? Another central question is whether there exists a quantitative tradeoff between probe size and certification complexity.
— Certifying and learning local quantum Hamiltonians
(2603.29809 - Bluhm et al., 31 Mar 2026) in Discussion and open problems