“…Generally, DPI performance is determined by the design of the device ( e.g ., grid structure, mouthpiece length and geometry) 5–7 , the formulation and the patients’ respiration manoeuvre 4 ; a number of studies have recently been performed to investigate the dependency of DPI performance on these factors 8,9 . The influence of formulation properties on DPI performance, such as particle size 10 , particle concentration 11 , particle morphology 12 , particle surface roughness 13 , density and porosity 14 , crystal form 15 , electrostatic charge 16 , flowability 17 and the type of ternary additive, 18 has also been explored. The DEM or DEM–CFD approach was also applied to investigate the effects of impacts among particles/agglomerates/walls 19 , fluid flow 20 , particle adhesion 21 and device design 22 .…”