[PDF.50xb] The Application of Neural Networks in the Earth System Sciences: Neural Network Emulations for Complex Multidimensional Mappings (Atmospheric and ... and Oceanographic Sciences Library)

The Application of Neural Networks in the Earth System Sciences: Neural Network Emulations for Complex Multidimensional Mappings (Atmospheric and ... and Oceanographic Sciences Library)

[PDF.kj50] The Application of Neural Networks in the Earth System Sciences: Neural Network Emulations for Complex Multidimensional Mappings (Atmospheric and ... and Oceanographic Sciences Library)

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 | #4488151 in Books |  Springer |  2013-06-15 | Original language:English | PDF # 1 |  9.20 x.70 x6.00l,1.20 | File type: PDF | 189 pages

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This book brings together a representative set of Earth System Science (ESS) applications of the neural network (NN) technique. It examines a progression of atmospheric and oceanic problems, which, from the mathematical point of view, can be formulated as complex, multidimensional, and nonlinear mappings. It is shown that these problems can be solved utilizing a particular type of NN – the multilayer perceptron (MLP). This type of NN applications covers the majo...

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