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The unit cell parameter a can be modeled very well by using a simple artificial neural network (ANN) based on multilayer perceptron. The neural network topology is 3:3:1 and the relative significance of the input variables is: Ba (0.53), La (0.22), and Pr (0.18).
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The best ANN topology possesses two hidden layers with 12 and 10 neurons, respectively. The relative significance of the input variables is: Sm (0.491), Ba (0.490), La (0.477), and Pr (0.462)
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