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Interacting Quantum Observables: Categorical Algebra and Diagrammatics

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abstract

This paper has two tightly intertwined aims: (i) To introduce an intuitive and universal graphical calculus for multi-qubit systems, the ZX-calculus, which greatly simplifies derivations in the area of quantum computation and information. (ii) To axiomatise complementarity of quantum observables within a general framework for physical theories in terms of dagger symmetric monoidal categories. We also axiomatize phase shifts within this framework. Using the well-studied canonical correspondence between graphical calculi and symmetric monoidal categories, our results provide a purely graphical formalisation of complementarity for quantum observables. Each individual observable, represented by a commutative special dagger Frobenius algebra, gives rise to an abelian group of phase shifts, which we call the phase group. We also identify a strong form of complementarity, satisfied by the Z and X spin observables, which yields a scaled variant of a bialgebra.

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Formal Verification of Variational Quantum Circuits

quant-ph · 2025-07-14 · conditional · novelty 7.0

The paper introduces an abstract-interpretation framework with interval domains for formally verifying robustness of variational quantum circuit classifiers, and reports certified perturbation bounds on Iris and MNIST.

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  • Formal Verification of Variational Quantum Circuits quant-ph · 2025-07-14 · conditional · none · ref 17 · internal anchor

    The paper introduces an abstract-interpretation framework with interval domains for formally verifying robustness of variational quantum circuit classifiers, and reports certified perturbation bounds on Iris and MNIST.