Abstract:This paper presents a case study of constructing process models based on physical mechanisms of semiconductor manufacturing tools in attempts to predict behaviours of process conditions. Actual measurements from the processing tools are always corrupted with noises and crunching huge volumes of temporal traces of status variables very often fail to pinpoint the accurate fault conditions, not to mention any of their efficient classifications, should abnormal conditions really exist. The current fashion of movin… Show more
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