IEEE Transactions on Semiconductor Manufacturing · 2013 · 11 citations · 21 references
EngineeringComputer EngineeringDesignDesign ComputationDesign OptimizationDigital FabricationLayout OptimizationMask DesignPhysical DesignArea Overhead AnalysisDefect MitigationDesign Impact AnalysisFloorplanningMultilayer PatterningSimulated AnnealingSimulated Annealing Optimization
Fabricating defect-free mask blanks remains a major obstacle for the adoption of EUV lithography. We propose a simulated annealing based gridded floorplanner for single-project multiple-die reticles that minimize the design impact of buried defects. Our results show a substantial improvement in mask yield with this approach. For a 60-defect mask, our approach can improve the mask yield from 0% to 26%. If additional design information is available, it can be exploited for more accurate yield computation and further improvement in mask yield to 99.6%. These improvements are achieved with a limited area overhead of less than 0.2% on the exposure field. Our simulation results also indicate that around 10%-30% mask yield improvement is possible as a result of floorplanning compared to shifting the entire mask pattern. Our floorplanner can tolerate a defect position error (due to mask blank inspection tools) of 0.25 μm with just a 2% reduction in yield. The impact of defect dimensions and multilayer EUV patterning on the viability of floorplanning is also analyzed in this paper.
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Optimization by Simulated Annealing
Scott Kirkpatrick, C. D. Gelatt, M.P. Vecchi · Science · 1983 · 44.6K citations
Multidimensional binary search trees used for associative searching
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