Dear Sushanth M. you are talking with about solid liquid mixing . The scale up requires a better design of agitator , propeller , turbine or what ever may be the .
Diffusion is an inter phase mass transfer phenomenon involving movement of the
solute from higher ( Bulk ) to lower concentration through an inter phase.