The present invention relates to a method for obtaining a best independent model and improving simulation accuracy which maximizes the simulation accuracy for a single or a plurality of target variables in an available physics parameterization technique by applying a model optimization algorithm to a multi-physics model. The present invention can use a minimized computing system resource capable of maximizing the simulation accuracy of the single or the plurality of target variables among the physical parameterization schemes.
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