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Fault Simulation needs to toggle every node with Stuck@0 and Stuck@1 faults. Running traditional fault simulation on hundreds of thousands or even millions of nodes can take days or weeks, even on large parallel computers. We can measure Failure in Time (FIT) for permanent and transient errors in a design. To measure diagnostic coverage (DC), we may need to run many fault cycles in the fault simulation. Even a small change could take days to validate. It should be possible to apply intelligence and learning algorithms to Standard fault Simulation and industry techniques to reduce simulation cycles. This article will stochastically study if AI/ML can be used in any of several aspects of the Safety analysis process:
To partition sampled ...
