We study experimentally and numerically a (quasi) two dimensional colloidal
suspension of self-propelled spherical particles. The particles are
carbon-coated Janus particles, which are propelled due to diffusiophoresis in a
near-critical water-lutidine mixture. At low densities, we find that the
driving stabilizes small clusters. At higher densities, the suspension
undergoes a phase separation into large clusters and a dilute gas phase. The
same qualitative behavior is observed in simulations of a minimal model for
repulsive self-propelled particles lacking any alignment interactions. The
observed behavior is rationalized in terms of a dynamical instability due to
the self-trapping of self-propelled particles.Comment: 8 pages including supplemental information, to appear in Phys. Rev.
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