For the simulation time adopted, we choose to go against convention where the aim is usually to determine equilibrium structures, and here explore self-assembly and micelle behavior over shorter time scales. As such we sample self-assembly over one million time steps (i. e. 10 4 DPD time units ≈ 0.5 µs). We do this for two reasons.