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Machine Learning and Artificial Intelligence in Geosciences: Volume 61

Machine Learning and Artificial Intelligence in Geosciences: Volume 61

Hardcover

Series: Advances in Geophysics, Book 61

ChemistryGeologyPhysics

ISBN10: 0128216697
ISBN13: 9780128216699
Publisher: Academic Press
Published: Sep 22 2020
Pages: 316
Weight: 1.31
Height: 0.75 Width: 6.00 Depth: 9.00
Language: English

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.

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Geology