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We study the ground state of weakly interacting electrons (with $N\le 10$) in a two-dimensional parabolic quantum dot with strong Rashba spin-orbit coupling. Using dimensionless parameters for the Coulomb interaction, , and the Rashba coupling, , the low-energy physics is characterized by an almost flat single-particle dispersion. From an analytical approach for and , and from numerical exact diagonalization and Hartree-Fock calculations, we find a transition from a conventional unmagnetized ground state (for ) to an orbital ferromagnet (for ), with a large magnetization and a circulating charge current. We show that the critical interaction strength, , vanishes in the limit .

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