aiqbench analysis
This research applies algebraic geometry and Lie group theory to analyze redundancy in variational quantum circuits, offering new criteria for characterizing effective degrees of freedom. By mapping Hermitian orbits to symmetric spaces, the study provides a tractable mathematical framework verified through numerical experiments that could streamline circuit optimization protocols.
Observable Geometry for Effective Quantum Circuits
arXiv:2607.20198v1 Announce Type: new Abstract: We study redundancy and effectiveness of Variational Quantum Circuits via algebraic and geometric views of Lie groups. Considering unitary transformations acting on Hermitian observables, a stabilizer group decomposition is given. Subsequently, we identify the Hermitian orbit with a quotient space of a symmetric space. Through this connection, we characterize the effective circuit degrees of freedom. Our approach of spectral decompositions and homogeneous spaces yields tractable calculation criteria, which are verified by numerical experiments.
Abstract:We study redundancy and effectiveness of Variational Quantum Circuits via algebraic and geometric views of Lie groups. Considering unitary transformations acting on Hermitian observables, a stabilizer group decomposition is given. Subsequently, we identify the Hermitian orbit with a quotient space of a symmetric space. Through this connection, we characterize the effective circuit degrees of freedom. Our approach of spectral decompositions and homogeneous spaces yields tractable calculation criteria, which are verified by numerical experiments.
arXiv:2607.20198 [quant-ph]
(or arXiv:2607.20198v1 [quant-ph] for this version)
https://doi.org/10.48550/arXiv.2607.20198 Focus to learn more arXiv-issued DOI via DataCite (pending registration)
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Full text under the publisher's open licence · 164 words
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