Analyses of unit process trace data are critical components of modern semiconductor manufacturing process control. While process development environments share many characteristics with manufacturing environments, development tools and processes may not be suitable candidates for the deployment of traditional trace analytics such as FDC applications. Here we describe the adaptive use of large scale, proactive process trace monitoring and reactive root cause analytics for supporting development operations. The large-scale monitoring application we have deployed is comprehensive in scope and scale and focusses on monitoring the stability of a chamber over time. The reactive root cause application we have deployed automatically searches large trace data spaces to identify trace data elements with potentially interesting relationships to variations in on-wafer measurements and is designed to handle the small sample sizes encountered frequently in development operations.
Extreme ultraviolet lithography (EUVL) technology is one of the leading candidates for enabling the next generation devices, for 7nm node and beyond. As the technology matures, further improvement is required in the area of blanket film defectivity, pattern defectivity, CD uniformity, and LWR/LER. As EUV pitch scaling approaches sub 20 nm, new techniques and methods must be developed to reduce the overall defectivity, mitigate pattern collapse and eliminate film related defect. IBM Corporation and Tokyo Electron Limited (TELTM) are continuously collaborating to develop manufacturing quality processes for EUVL.
In this paper, we review key defectivity learning required to enable 7nm node and beyond technology. We will describe ongoing progress in addressing these challenges through track-based processes (coating, developer, baking), highlighting the limitations of common defect detection strategies and outlining methodologies necessary for accurate characterization and mitigation of blanket defectivity in EUV patterning stacks. We will further discuss defects related to pattern collapse and thinning of underlayer films.
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