The proposed method replaces the time-consuming full-scale simulation required in each design iteration with the coarse-scale simulation to gain efficiency. It uses an artificial neural network (ANN) to obtain the full-scale field of interest from the coarse-scale field and uses domain decomposition to expand the application scope of the method.
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