Deep Learning for Hydrometeorology and Environmental Science

(Bog, Hardback, Engelsk)
Forfattere: Taesam Lee, Vijay P. Singh, Kyung Hwa Cho



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Beskrivelse

This book provides a step-by-step methodology and derivation of deep learning algorithms as Long Short-Term Memory (LSTM) and Convolution Neural Network (CNN), especially for estimating parameters, with back-propagation as well as examples with real datasets of hydrometeorology (e.g.

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Alle detaljer

Forlag Springer Nature Switzerland AG
Forfattere Taesam Lee, Vijay P. Singh, Kyung Hwa Cho
Type Bog
Format Hardback
Sprog Engelsk
Udgave 2021 ed.
Udgivelsesdato 28-01-2021
Første udgivelsesår 2021
Serie Water Science and Technology Library
Illustrationer 133 Illustrations, color; 56 Illustrations, black and white
Originalsprog Switzerland
Sideantal 204
Indbinding Hardback
Forlag Springer Nature Switzerland AG
Sideoplysninger 204 pages, 133 Illustrations, color; 56 Illustrations, black and white
Mål 235 x 155
ISBN-13 / EAN-13 9783030647766