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Fig. 3
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Neural network closed-loop training strategy. The first stage uses the estimate by the NN from open-loop data to compute a residual phase that is used as the input for the second stage. The Zernike coefficients of the residual are used as the ground truth to compute the loss function used to retrain the NN.
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