Abstract: A defect identification tool is disclosed that predicts locations at which defects in a microdevice are most likely to occur. The tool may identify both a type of defect and the particular netlists in which that defect is likely to occur. A test circuit generation tool can then subsequently use this defect information to generate a test circuit that tests for the defect in the identified portions of the microcircuit. Similarly, an automatic test pattern generation tool may use the defect location information to generate test data custom-tailored to check for faults corresponding to the identified defect in the specified portions of the microcircuit. Various implementations of the tool may be used both to identify the locations at which defects caused by systematic errors, such as manufacturing process deficiencies or flaws, are most likely to occur and the locations at which randomly-created defects are most likely to occur.