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Thus, creating a flexible way to predict the droplet dimensions are essential. In this paper, we make use of the Adaptive Neural Fuzzy Inference System (ANFIS), by mixing the synthetic neural network (ANN) and fuzzy inference system (FIS), to examine the parameters which have effects on droplet size. The four main dimensionless parameters, in other words. the Capillary quantity, the Reynolds number, the flow proportion therefore the viscosity ratio are thought to be the inputs t