Can the ANN model be suitable for different number of inputs?

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Can the ANN model be suitable for different numbers of inputs when it predicts new results? The number of inputs should be fixed for the same model? Do I have to train the data every time? Do you some models that could be adaptive for varying inputs? Thank you so much!

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