A system and method for deriving semiconductor manufacturing process
corners using surrogate simulations is disclosed. The method may be used
to determine individual performance metric yields, the number of
out-of-specification conditions for a given number of simulation samples,
and a total yield prediction for simultaneous multi-variable conditions.
A surrogate simulation model, such as a Response Surface Model, may be
generated from circuit simulation data or parametric data measurements
and may be executed using a large number of multi-variable sample points
to determine process corners defining yield limits for a device. The
model may also be used to simulate process shifts and exaggerated input
ranges for critical device parameters. In some embodiments, the derived
process corners may better represent physically possible worst-case
process corners than traditional general-purpose process corners, and may
address differences in process sensitivities for individual circuits of
the device.