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Books > Earth & environment > Earth sciences
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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