Spatial Patterns in Sort Wafer Maps and Identifying Fab Tool Commonalities

Methodologies for detecting non random spatial patterns on Sort bin wafer maps and discovering their fab tool commonalities are presented. The challenges encountered in implementing modern statistical learning algorithms for this task are discussed as well as their advantages over traditional methods. The methods are then demonstrated on production data.