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Machine Learning and Artificial Intelligence in Geosciences

Machine Learning and Artificial Intelligence in Geosciences

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ISBN: 9780128216699
Published: 2020
Publisher: Academic Press
Language: English
Format: Hardback
Format: 9×6

Description

<p><i>Advances in Geophysics, Volume 61 - Machine Learning and Artificial Intelligence in Geosciences</i>, 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.</p>

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