Machine Learning and Artificial Intelligence in Geosciences, Volume 61 (Hardcover)

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.

General

Imprint:	Academic Press Inc
Country of origin:	United States
Series:	Advances in Geophysics
Release date:	September 2020
First published:	2020
Volume editors:	Benjamin Moseley • Lion Krischer
Dimensions:	229 x 152mm (L x W)
Format:	Hardcover
Pages:	316
ISBN-13:	978-0-12-821669-9
Categories:	Books > Earth & environment > The environment > General Books > Science & Mathematics > Physics > Applied physics & special topics > Geophysics Books > Earth & environment > Earth sciences > Geology & the lithosphere > General Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
LSN:	0-12-821669-7
Barcode:	9780128216699

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