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Prediction of Tensile Strength of Friction Stir Weld Joints with Adaptive Neuro-Fuzzy Inference System (ANFIS) and Neural Network

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Figure

Figure 1: Schematic of artificial neural network (ANN) layers (two input variables, two hidden layers with 3 nodes each, and one output)
Figure 2: Schematic of ANFIS architecture for two inputs and two rules based on the first-order Sugeno model [24]
Figure 3: Photograph of (a) PDS FS welder and (b) FSW setup showing three critical process parameters (
Figure 4: Photograph of tensile test specimens before test (a), specimens after test (b), and setup with extensometer (c)
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