A method and its implementation as a program system are disclosed herein for generating an air flow report based upon a cellular model of the air flow of a hard disk drive including a parameterized component approximated by a component parameter list and a map of the partitioned regions of the hard disk drive. The air flow report is generated based upon the cellular model and a partition/region map. The partition/region map lumps the simulation domain into a small number of regions and then calculates the fluxes across boundaries of the regions. These fluxes accumulate the results of many individual cells, averaging out small variations caused by rounding and/or the convergence properties of the specific cellular approach used. A simulation figure of merit is calculated from the air flow report that further refines the accuracy, effectively removing even more noise.