A model for passive mixing of multiple scalars in homogeneous turbulence is developed. This model is based on the time‐evolving mapping closure methodology. Calculations from the model are compared against heat conduction simulations (HCS) data. The agreement is excellent at the early stages of mixing and at the later stages it is fair.