1. A method for improving physical synthesis of a circuit design, the method comprising: analyzing, by a data processing system, preliminary routing information of nets in the circuit design; identifying critical nets based on statistical distribution of the preliminary routing information of the nets; assigning the identified critical nets to a set of routing layers; and removing the identified critical nets from an analysis for determining pattern-based scaling factors.