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This method was initialized using the same initialization scheme we used for the BW-BE methods.
The DNN was initialized using layer-wise restricted Boltzmann machine (RBM) pre-training [35].
An FFMLP network with a single hidden layer of 30 nodes was initialized using the Nguyen-Widrow procedure and trained with the Levenberg-Marquardt learning algorithm.
A neural network with a single hidden layer of 50 nodes was initialized using the Nguyen-Widrow procedure and trained with the Levenberg-Marquardt learning algorithm.
Figures 8 and 9 display the estimated water oil and oil gas relative permeability curves, respectively, and the dashed lines denote the presumed water oil and oil gas relative permeability curves when the iteration was initialized using the LM algorithm for automatic history matching.
Each optimization run was initialized using a randomized macrostate configuration.
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The model is initialized using an initial network topology.
The sequential estimation process is initialized using the initial probability of the state vector (pleft ({mathbf {y}_{0}^{k}}right)), which as stated above, is assumed to be known w_{0|0}^{k} = pleft({mathbf{y}_{0}^{k}}right).
Twenty-member ensemble are initialized using slightly perturbed atmospheric initial conditions [25].
However, the initial batch of data for training is initialized using a GMM to fit a mixture model composing of K components.
The station coordinates were initialized using a pseudorange only solution with an initial constraint of 10 m.
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