To date, no extensive study of the
phase diagram for binary fluid
mixtures in dissipative particle dynamics (DPD) has been published.
This is especially pertinent for newer parameterization schemes where
the self–self interaction, or the effective volume, of different
particle types is varied. This work presents an exhaustive study of
the parameter space concerning DPD particles with soft interaction
potentials. Moreover, we propose a closed-form coexistence equation
or binodal curve that is inspired by the Flory–Huggins model.
This equation describes the phase diagram of all binary mixtures made
up out of monomers, homopolymers, and the mixtures thereof when self–self
interactions are varied. The mean absolute percentage error (MAPE)
of the equation on simulated data, including validation simulations,
is 1.02%. The equation can a priori predict the phase
separation of mixtures using only DPD interaction parameters. The
proposed coexistence equation can therefore be used to directly validate
interaction parameters resulting from novel parameterization schemes,
including coarse graining and equations of state, without the need
for additional simulations. Finally, it is shown that the choice of
bond potential markedly influences phase behavior.