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Chapter 6 Variation-Aware Design - Springer Relates ordered design variables to overall margin values; design variables on the bar plot are selectable, and selecting one plots overall margin versus design value
Model-Based Variation-Aware Integrated Circuit Design This chapter presented applications of surrogate modeling to variation-aware circuit macromodeling and design analysis Surrogate modeling facilitates efficient design exploration and optimization with variation-aware performance models
Smriti Tiwari - Margin Models Summary This is a simpler, rule-based approach where margin requirements are scheduled as a percentage of notional value, depending on time to maturity It is less risk-sensitive but easier to implement than more sophisticated models like SIMM
Figure 2 from Variation Aware Optimization vs Classical Margin . . . We have developed a Superconducting Electronics Circuit Design Optimizer in conjunction with a Statistical Process Variation Josephson Junction Model and formal method of Logic Verification as a means to optimize circuits and mitigate their susceptibility to factors of yield loss