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Machine Learning and Artificial Intelligence in Geosciences

Volume 61

By: Moseley, Krischer

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Hardcover | 22 September 2020 | Edition Number 1

At a Glance

Hardcover
318 Pages

Dimensions(cm)
22.86 x 15.24 x 1.91

Hardcover

RRP $455.95

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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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