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NeuroPDR: Integrating Neural Networks in the PDR Algorithm for Hardware Model Checking

The property-directed reachability (PDR) algorithm has been one of the most successful hardware model checking algorithms powering modern formal property verification tools. Inductive generalization is the key to the efficiency of the PDR algorithm. …