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arXiv:2602.17786

Shortcuts to Adiabaticity via Adaptive Quantum Zeno Measurements

Adolfo del Campo

quant-phcond-mat.otherphysics.atom-phSubmitted Feb 19, 2026• Announced Feb 23, 2026• 0 citations
v1 · Feb 19, 2026v2 · Feb 25, 2026v3 · Oct 27, 2026
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Abstract

We consider the quantum Zeno dynamics arising from monitoring a time-dependent projector. Starting from a stroboscopic measurement protocol, it is shown that the effective Hamiltonian for Zeno dynamics involves a nonadiabatic geometric connection that takes the form of the Kato-Avron Hamiltonian for parallel transport, stirring the evolution within the time-dependent Zeno subspace. The latter reduces to counterdiabatic driving when projective measurements are performed in the instantaneous energy eigenbasis of the quantum system. The effective Zeno Hamiltonian can also be derived in the context of continuous quantum measurements of a time-dependent observable and the non-Hermitian evolution with a complex absorbing potential varying in time. Our results thus provide a unified framework for realizing shortcuts to adiabaticity via adaptive quantum Zeno measurements.

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We consider the quantum Zeno dynamics arising from monitoring a time-dependent projector. Starting from a stroboscopic measurement protocol, it is shown that the effective Hamiltonian for Zeno dynamics involves a nonadiabatic geometric connection that takes the form of the Kato-Avron Hamiltonian for parallel transport, stirring the evolution within the time-dependent Zeno subspace. The latter reduces to counterdiabatic driving when projective measurements are performed in the instantaneous energy eigenbasis of the quantum system. The effective Zeno Hamiltonian can also be derived in the context of continuous quantum measurements of a time-dependent observable and the non-Hermitian evolution with a complex absorbing potential varying in time. Our results thus provide a unified framework for realizing shortcuts to adiabaticity via adaptive quantum Zeno measurements.
The quantum Zeno effect asserts that quantum measurements inhibit simultaneous unitary dynamics when the “collapse” events are sufficiently strong and frequent. This applies in the limit of strong continuous measurement or dissipation. It is possible to implement a dissipative control that is known as “Zeno dragging” by dynamically varying the monitored observable, and hence also the eigenstates, which are attractors under Zeno dynamics. This is similar to adiabatic processes, in that the Zeno-dragging fidelity is highest when the rate of eigenstate change is slow compared to the measurement rate. We demonstrate here two theoretical methods for using such dynamics to achieve control of quantum systems. The first, which we shall refer to as “shortcut to Zeno,” is analogous to the shortcuts to adiabaticity (counterdiabatic driving) that are frequently used to accelerate unitary adiabatic evolution. In the second approach, we apply the Chantasri-Dressel-Jordan stochastic action [PRA 88, 042110 (2013)], and demonstrate that the extremal-probability readout paths derived from this are well suited to setting up a Pontryagin-style optimization of the Zeno-dragging schedule. A fundamental contribution of the latter approach is to show that an action suitable for measurement-driven control optimization can be derived quite generally from statistical arguments. Implementing these methods on the Zeno dragging of a qubit, we find that both approaches yield the same solution, namely, that the optimal control is a unitary that matches the motion of the Zeno-monitored eigenstate. We then show that such a solution can be more robust than a unitary-only operation and we comment on solvable generalizations of our qubit example embedded in larger systems. These methods open up new pathways toward systematically developing dynamic control of Zeno subspaces to realize dissipatively stabilized quantum operations. Published by the American Physical Society 2024
Frequent observations to a quantum system modify its coherent evolution through the Zeno effect and Zeno dynamics. Generally, the measurement process destroys the evolution environment of the monitored system, making repeated observations remain a challenge. Here, using the quantum analogy experiments, we realize and engineer the Zeno effect and Zeno dynamics in optical waveguide arrays, where the optical modes correspond to distinct quantum states, and the temporal evolution is mapped into the spatial propagation. We propose a new, extensible experimental strategy for realizing an optical analog of stroboscopic measurements, which are performed by the build-in, on-demand segmented waveguide portions. The weak-to-strong stroboscopic measurements are realized, where the monitored system undergoes a transition from free evolution to optical Zeno freezing. Setting the measurements in the strong regime, the optical Zeno effect and optical Zeno dynamics are successfully generated, and their relationship is demonstrated in optics. We then propose a novel quantum Zeno slicing approach, which allows us to dynamically engineer the Hilbert space of the monitored system. This generic approach is verified by generating a series of Zeno subspaces with different measurement projectors, based on the quantum-optical analogy. The complexity of light dynamics is largely increased, providing full control of the propagation via steering Zeno dynamics. Our results pave the way for manipulation of quantum states by harnessing Zeno dynamics in integrated photonics.
The quantum Zeno effect, in its original form, uses frequent projective measurements to freeze the evolution of a quantum system that is initially governed by a fixed Hamiltonian. We generalize this effect simultaneously in three directions by allowing open system dynamics, time-dependent evolution equations, and general quantum operations in place of projective measurements. More precisely, we study Markovian master equations with bounded generators whose time dependence is Lipschitz continuous. Under a spectral gap condition on the quantum operation, we show how frequent measurements again freeze the evolution outside an invariant subspace. Inside this space, the evolution is described by a modified master equation.
If frequent measurements ascertain whether a quantum system is still in a given subspace, it remains in that subspace and a quantum Zeno effect takes place. The limiting time evolution within the projected subspace is called quantum Zeno dynamics. This phenomenon is related to the limit of a product formula obtained by intertwining the time evolution group with an orthogonal projection. By introducing a novel product formula, we will give a characterization of the quantum Zeno effect for finite-rank projections in terms of a spectral decay property of the Hamiltonian in the range of the projections. Moreover, we will also characterize its limiting quantum Zeno dynamics and exhibit its (not necessarily bounded from below) generator as a generalized mean value Hamiltonian.
We provide a self‑contained mathematical analysis of the quantum Zeno limit for a dissipative quantum Markov semigroup with a GKSL generator. Frequent projective measurements modelled by a projection PP lead to an effective generator GG on the invariant subspace PHPH. The generator splits into a natural GKSL part and a leakage term −12∑kγk{Dk†Dk,ρ}−21∑kγk{Dk†Dk,ρ} with Dk=P⊥LkPDk=P⊥LkP. Perfect confinement (trace preservation) holds iff P⊥LkP=0P⊥LkP=0 for all kk. Two contrasting examples are worked out: a two‑qubit system with internal relaxation and state‑dependent leakage, and a free particle with a translation jump giving spatially structured leakage. For unbounded Hamiltonians we prove an unconditional Zeno limit under the sole hypothesis that the unitary Zeno limit defines a self‑adjoint Zeno Hamiltonian (a condition known to be broadly satisfied, e.g.\ for Dirichlet obstacles), using the Exner–Ichinose strong convergence, a standard core property of derivation generators, and a Duhamel perturbation argument; this removes any additional Banach‑space core condition. The trace of the limit state decays according to the leakage term, and the limit semigroup is a strongly continuous contraction semigroup. Beyond the qualitative limit, we establish three further quantitative results. First, for bounded generators we prove an explicit O(1/n)O(1/n) Zeno convergence rate ∥Vn(t)−etG∥≤t2κ2etκ/n∥Vn(t)−etG∥≤t2κ2etκ/n, with κκ the operator norm of the GKSL generator, sharp in its order. Second, writing Γ=∑kγkDk†DkΓ=∑kγkDk†Dk for the leakage operator, we prove a two‑sided exponential sandwich e^{-\gamma_{\max}t}\tr\rho\le\tr(e^{tG}\rho)\le e^{-\gamma_{\min}t}\tr\rho governed by spec⁡(Γ)spec(Γ), together with a matching numerical‑range localization of the eigenvalues of the associated effective non‑Hermitian Hamiltonian. Third, we show that iterated confinement through a family of pairwise commuting projections is order‑independent and agrees exactly with direct confinement through their product, exhibiting P↦GPP↦GP as a meet‑homomorphism on the associated Boolean algebra of Zeno subspaces. We also present a new algebraic identity linking the leakage operator to the projected jump intensity, yielding a compact form of the confined generator and a Gram‑matrix reduction for the leakage norm. Applications to quantum error correction, quantum thermodynamics, and the emergence of Markovian dissipation as a Zeno effect on the environment are discussed. We close with a set of genuinely open problems and a cautionary de Sitter example showing the limits of a naive horizon‑leakage analogy.