Bayesian approach to reliability projection for high k dielectric thin films

This research develops a Bayesian approach which is suitable for reliability estimation and projection of nano devices. It combines a lifetime distribution with an empirical acceleration function and places the model parameters into a hierarchical Bayesian framework. The value of the approach lies in that it can fully utilize available information in modeling uncertainty and provide plausible predictions with limited resources at the design stage of a new device.