Distillation is a technique used to separate mixtures based on differences in their boiling points. It involves heating a liquid to create vapor, which is then cooled and separated from the original liquid. Evaporation occurs below the boiling point and only at the surface of a liquid, while boiling occurs at or above the boiling point throughout the entire liquid mass. Sublimation is the transition of a substance directly from the solid phase to the gas phase without passing through a liquid phase. Filtration is used to separate particles from fluids by dissolving one component and allowing it to pass through a filter while retaining the other.