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

Vladimir M. Krasnopolsky




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 | #4485981 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 is an excellent book to learn how to apply artificial neural network methods to earth system sciences. The author, Dr. Vladimir Krasnopolsky, is a universally recognized master in this field. With his vast knowledge and experience, he carefu

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...

You can specify the type of files you want, for your device.The Application of Neural Networks in the Earth System Sciences: Neural Network Emulations for Complex Multidimensional Mappings (Atmospheric and ... and Oceanographic Sciences Library)   |  Vladimir M. Krasnopolsky. I was recommended this book by a dear friend of mine.

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