Accurate prediction of IC manufacturing distributions using improved response surface fitting

This paper presents an improved method of generating response distributions by using a covariance fit for the surfaces, enabling manufacturing distributions to be more accurately predicted. Response surfaces and distributions are compared for covariance and polynomial models for both a known response and for actual simulation data and the improvements in the predicted distributions highlighted.