Quantum dot platforms have enabled the direct observation of Nagaoka ferromagnetism (NFM) in small arrays and noninfinite interaction strength. However, optimizing the cluster connectivity characteristics that yield a ground state with maximal spin and their robustness against magnetic fields remains unexplored. Employing exact diagonalization of the Hubbard Hamiltonian, we find a connection between the existence of kinetic ferromagnetism and graph theory descriptions. Algebraic connectivity (${\lambda }_2$) and Katz centrality (KC) are shown to be related to the spin correlation over the system. In square arrays, the onset of NFM is found to be $t_c/U\simeq {\lambda }_2^2$. In optimal cluster geometries, large ${\lambda }_2$ and low KC fluctuation per site are found to enhance $t_c/U$, extending the NFM phase while diminishing the strength of spin-correlation clouds. A perpendicular magnetic field introduces Aharonov-Bohm phases, and a critical flux for which NFM is destroyed. We further find that tuning the flux phase to $\pi$ results in a ground state that exhibits antiferromagnetic correlations (counter-Nagaoka state). Our results illustrate how NFM and polaron formation can be predicted from the array's connectivity (${\lambda }_2$ and KC), and how the introduction of flux results in the counterintuitive destruction of kinetic ferromagnetism in the system.

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• Ferromagnetism
• Polarons
• Quantum simulation
• Quantum dots
• Hubbard model