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Lower Bounds for Learning Hamiltonians from Time Evolution

quant-ph · 2025-09-25 · unverdicted · novelty 8.0

Establishes n^{Ω(k)} lower bounds for learning k-local Hamiltonians from time evolution, including single-coefficient and effective Hamiltonian learning, via a new connection to Boolean function analysis.

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  • Lower Bounds for Learning Hamiltonians from Time Evolution quant-ph · 2025-09-25 · unverdicted · none · ref 38

    Establishes n^{Ω(k)} lower bounds for learning k-local Hamiltonians from time evolution, including single-coefficient and effective Hamiltonian learning, via a new connection to Boolean function analysis.