Machine Learning and Artificial Intelligence in Geosciences (eBook, ePUB)

• Format: ePub

Produktbeschreibung

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 geophysics
• Written by recognized experts in the field
• Presents an essential publication for researchers in all fields of geophysics

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Produktdetails

• Verlag: Elsevier Science & Techn.
• Seitenzahl: 316
• Erscheinungstermin: 22. September 2020
• Englisch
• ISBN-13: 9780128216842
• Artikelnr.: 61681780