“…Besides the mathematical approaches, changes in AF4 hardware for improvement in analysis time and speed were recently investigated. Although a miniaturized channel can shorten analysis time and lower solvent consumption, the chromatographic resolution in the miniaturized channel is lower . On the other hand, a proof-of-concept study demonstrated that retention time, selectivity and resolution can be increased in AF4 by introduction of microstructured ultrafiltration membranes at the collection wall .…”