We study the motion of active Brownian particles in 2d-external potentials. We give the stationary probability distribution in the four-dimensional phase space in several representations and show that it is maximized above the deterministic integrals of motion.
PACS numbers: 05.40.--a, 89.75.Fb, 87.19.St
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