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portada Machine Learning and Artificial Intelligence in Geosciences: Volume 61 (Advances in Geophysics, Volume 61)
Type
Physical Book
Publisher
Year
2020
Language
English
Pages
318
Format
Hardcover
ISBN13
9780128216699
Categories

Machine Learning and Artificial Intelligence in Geosciences: Volume 61 (Advances in Geophysics, Volume 61)

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Synopsis "Machine Learning and Artificial Intelligence in Geosciences: Volume 61 (Advances in Geophysics, Volume 61) "

Advances in Geophysics, Volume 61 - Machine Learning and Artificial Intelligence in Geosciences, the latest release in this highly-respected publication in the field of geophysics, contains new chapters on a variety of topics, including a historical review on the development of machine learning, machine learning to investigate fault rupture on various scales, a review on machine learning techniques to describe fractured media, signal augmentation to improve the generalization of deep neural networks, deep generator priors for Bayesian seismic inversion, as well as a review on homogenization for seismology, and more.Provides high-level reviews of the latest innovations in geophysicsWritten by recognized experts in the fieldPresents an essential publication for researchers in all fields of geophysics

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