Membrane filtration involves the use of a semi-permeable membrane to separate substances based on particle size. The process relies on pressure to force a fluid through the membrane, trapping larger particles while allowing smaller molecules to pass through. In nanotechnology, membranes are engineered at the nanoscale to achieve precise filtration, enhancing selectivity and efficiency.