Aspects of the disclosed technology relate to techniques of voltage-based reliability verification. Voltage values on nets of a circuit design are determined based on a combination of propagating voltage values across components of the circuit design and simulating one or more subcircuits. The one or more subcircuits are identified based on circuit topology recognition. The determined voltage values are analyzed to detect problems in the circuit design.