The Direct Simulation Monte Carlo method is a useful numerical tool for solving fluid flow and heat transfer problem of rarefied gas.

Direct simulation of a process of interest, rather than the integration of a set of underlying evolution equations, is an indispensable element in the study of complex systems.

Experimental results show that using formal techniques to direct simulation captures the main characteristics of error location and improves the effectiveness and efficiency of design error diagnosis.