1. A method for designing an experiment comprising: selecting a plurality of physical model parameters; selecting candidate physical observations of interest; calculating a sensitivity matrix for the physical model parameters and candidate observations; utilizing the sensitivity matrix and prior information descriptive of at least some of the physical model parameters to calculate a set of physical observations from the candidate physical observations of interest that best resolve the physical model parameters; and outputting the calculated set of physical observations in tangible form.