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This research demonstrates that the state space of quantum computers exhibits "small-world" network properties, where any two states are connected via roughly nine intermediate steps through residual qubit interactions. By mapping these connections to an effective percolation model, the study identifies a critical coupling threshold that aligns with the onset of quantum chaos and thermalization in systems up to 30 qubits. This framework offers a scalable analytical tool for understanding complex dynamical transitions without relying on computationally prohibitive exact diagonalization methods.
Small-world structure of quantum computer hardware
arXiv:2608.13855v1 Announce Type: cross Abstract: We show that the network of quantum register states of a quantum computer (QC), coupled through residual two-body interactions between qubits, exhibits small-world properties analogous to those of complex networks found in human society. The most probable Erd\H{o}s number between any two states is about 9, comparable to the six degrees of separation reported by Milgram for social networks. Using the $\mathring{A}$berg criterion, which retains only interactions exceeding the local energy spacing, we construct an effective ($\mathring{A}$berg) network and show that, above a critical coupling strength, this network percolates into a giant component spanning nearly the whole quantum register space. This percolation transition closely matches the onset of quantum chaos and dynamical thermalization established previously via costly exact diagonalization, while our approach extends the accessible system size up to $n_q=30$ qubits.
Abstract:We show that the network of quantum register states of a quantum computer (QC), coupled through residual two-body interactions between qubits, exhibits small-world properties analogous to those of complex networks found in human society. The most probable Erdős number between any two states is about 9, comparable to the six degrees of separation reported by Milgram for social networks. Using the $\mathring{A}$berg criterion, which retains only interactions exceeding the local energy spacing, we construct an effective ($\mathring{A}$berg) network and show that, above a critical coupling strength, this network percolates into a giant component spanning nearly the whole quantum register space. This percolation transition closely matches the onset of quantum chaos and dynamical thermalization established previously via costly exact diagonalization, while our approach extends the accessible system size up to $n_q=30$ qubits.
Statistical Mechanics (cond-mat.stat-mech); Quantum Physics (quant-ph)
arXiv:2608.13855 [cond-mat.stat-mech]
(or arXiv:2608.13855v1 [cond-mat.stat-mech] for this version)
https://doi.org/10.48550/arXiv.2608.13855 Focus to learn more arXiv-issued DOI via DataCite (pending registration)
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