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Deep Learning for Hydrometeorology and Environmental Science

About Deep Learning for Hydrometeorology and Environmental Science

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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  • Language:
  • English
  • ISBN:
  • 9783030647766
  • Binding:
  • Hardback
  • Pages:
  • 204
  • Published:
  • January 27, 2021
  • Edition:
  • 12021
  • Dimensions:
  • 155x235x0 mm.
  • Weight:
  • 500 g.
Delivery: 2-3 weeks
Expected delivery: November 23, 2024

Description of Deep Learning for Hydrometeorology and Environmental Science

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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