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This study reveals that multipartite entanglement in monitored quantum circuits exhibits a fractal geometry where the dimension is tunable by the measurement rate. The findings link the entanglement depth scaling to this fractal structure, offering a new perspective on emergent correlations driven by the competition between unitary evolution and measurement-induced fragmentation. These insights advance the theoretical understanding of measurement-induced phase transitions and noisy quantum dynamics.
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Fractal structure of multipartite entanglement in monitored quantum circuits

arXiv3 min read

arXiv:2511.08690v2 Announce Type: replace Abstract: We study the structure of multipartite entanglement in monitored quantum circuits exhibiting measurement-induced phase transitions (MIPTs). Using a one-dimensional Clifford circuit subject to local measurements with a probability $p$, we show numerically that the entanglement depth, corresponding to the size of the largest cluster of entangled qubits scales as a power law with system size on both sides of the transition. The power law exponent is 1 in the entangling phase and continuously decreases to 0 as $p \to 1$ in the disentangling phase. In addition, we find that the spatial support of the largest cluster exhibits an approximate fractal geometry with a tunable fractal dimension controlled by the measurement rate. We argue that this structure arises from a competition between unitary-driven coagulation of entangled clusters and measurement-induced fragmentation, giving rise to a fractal steady state reminiscent of classical coagulation-fragmentation models. Away from the MIPT critical point, the fractal dimension matches the entanglement depth power law exponent. These results show that multipartite entanglement structure provides a fresh perspective on the emergent quantum correlations in monitored quantum circuits and noisy quantum dynamics.

Abstract:We study the structure of multipartite entanglement in monitored quantum circuits exhibiting measurement-induced phase transitions (MIPTs). Using a one-dimensional Clifford circuit subject to local measurements with a probability $p$, we show numerically that the entanglement depth, corresponding to the size of the largest cluster of entangled qubits scales as a power law with system size on both sides of the transition. The power law exponent is 1 in the entangling phase and continuously decreases to 0 as $p \to 1$ in the disentangling phase. In addition, we find that the spatial support of the largest cluster exhibits an approximate fractal geometry with a tunable fractal dimension controlled by the measurement rate. We argue that this structure arises from a competition between unitary-driven coagulation of entangled clusters and measurement-induced fragmentation, giving rise to a fractal steady state reminiscent of classical coagulation-fragmentation models. Away from the MIPT critical point, the fractal dimension matches the entanglement depth power law exponent. These results show that multipartite entanglement structure provides a fresh perspective on the emergent quantum correlations in monitored quantum circuits and noisy quantum dynamics.

Quantum Physics (quant-ph); Disordered Systems and Neural Networks (cond-mat.dis-nn); Statistical Mechanics (cond-mat.stat-mech)

arXiv:2511.08690 [quant-ph]

(or arXiv:2511.08690v2 [quant-ph] for this version)

https://doi.org/10.48550/arXiv.2511.08690 Focus to learn more arXiv-issued DOI via DataCite

Phys. Rev. A 113, L060402 (2026)

https://doi.org/10.1103/rdb3-gtwp Focus to learn more DOI(s) linking to related resources

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Full text under the publisher's open licence · 298 words

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