1. A method for enhancing a production history matching process, the method comprising: obtaining production data and an initial subsurface model; determining an experimental design including one or more model parameter sets, wherein the results of executing the experimental design are used to measure relationships between a connectivity measure and an objective function; calculating a value for a static geologic measurement at each of the model parameter sets; performing at least one flow simulation with the experimental design to generate results; determining a screening filter based at least in part on one or more of the production data, the static geologic measurement, or the generated results; and performing a history match process using the screening filter to run the flow simulation that satisfies the screening filter.