Particulate filters function through a combination of filtration mechanisms, including mechanical filtration, inertial impaction, and diffusion. As exhaust gases pass through the filter, particulate matter is trapped in the porous walls of the filter substrate. Over time, the trapped soot accumulates and requires periodic removal through a process known as regeneration.