We carried out numerical studies to get insight into the physical phenomena of the initial design that lead to particle attraction at the thin silicon wall between the water and the air channel. To obtain the accurate channel dimensions required for the numerical simulation, the device was diced perpendicularly to the channel, and the cross-section was evaluated using optical microscopy.