A method of microcellular foam molding an article is provided with, in one embodiment, filling a mold with a polyolefin compound; adding a crosslinking agent to the polyolefin compound to form a crosslinked mold; placing the crosslinked mold in a second mold having vent holes; placing the second mold in a pressure vessel; dissolving gas under high pressure to form a supercritical fluid (SCF) in the pressure vessel; effusing the SCF through the vent holes into the crosslinked mold to form a SCF permeated mold; releasing pressure of the pressure vessel to cause the SCF permeated mold to foam; and finishing a foamed article in the second mold.